{
  "Q1: AI film platform mentions": {
    "query": "\"kling\" OR \"seedance\" OR \"runway\" min_faves:50 min_retweets:5 min_replies:3",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "higgsfield",
        "text": "Unlimited Seedance for 30 days, starting today.\n\nHiggsfield is the only place with real unlimited Seedance, powered by an official @BytePlusGlobal partnership.\n\nPurchase now and get unlimited Seedance for 30 days. https://t.co/VI8D7ygpcU",
        "like_count": 2328,
        "retweet_count": 393,
        "reply_count": 496,
        "view_count": 1364039,
        "id": "2067292537744658809",
        "created_at": "Wed Jun 17 17:05:24 +0000 2026"
      },
      {
        "author": "HBCoop_",
        "text": "\ud83c\udf87 Video Model Comparison: Text to Video\n\n\u2192 Veo 3\n\u2192 Kling 2.1 Master\n\u2192 Hailuo 02\n\u2192 Runway Gen-4\n\u2192 Seedance 1 Pro\n\u2192 Pika 2.2\n\nI compared the same prompt on each model x 2-4 generations and chose my favorites below: \n\nFirst-person perspective, 24mm lens simulation with motion blur and subtle head bob, bursting through a smashed window of a burning high-rise in hyperspeed as AI drones scan the area below; glass shards glint mid-air in bullet-time slow motion, sparks and rebar catching fire; wind howls past the camera with debris streaking across frame; gritty and kinetic, immersive audio and POV-style distortion, cinematic style.\n\nIf you try it on a different video model, share your result below \ud83d\udc47",
        "like_count": 667,
        "retweet_count": 91,
        "reply_count": 47,
        "view_count": 65091,
        "id": "1941545358972059977",
        "created_at": "Sat Jul 05 17:11:00 +0000 2025"
      },
      {
        "author": "YourAlphaMom",
        "text": "Kling 3.0 vs Gemini Omni Flash vs Grok Imagine 1.5 vs Seedance 2.0. \n\nAnother battle for the best AI video tool.\n\nThis time I tested an extremely difficult stunt scene: a bridge jump, landing on a moving truck, then jumping onto a car and taking it over.\n\nNo model handled it perfectly.\n\nNot even Seedance 2.0.\n\nThe scene itself was very hard, but I kept the prompt relatively simple, without stuffing it with too many complex stunt terms.\n\nAfter Veo 3.1\u2019s terrible results in previous rounds, I didn\u2019t even include it this time.\n\nSeedance needed 4 attempts to give me a decent result.\n\nGemini Omni Flash needed even more: 7 generations, and I picked the best one.\n\nKling and Grok got 4 attempts each. None of them looked promising enough to justify more retries.\n\nMy take:\n\nGrok Imagine 1.5, the new \u201crevolutionary\u201d release, once again showed that it still can\u2019t handle complex action scenes properly. Two tests in a row now, and the result is objectively weak.\n\nKling 3.0 feels outdated, but in this test it actually looked slightly better than Grok Imagine 1.5, which says a lot.\n\nGemini Omni Flash gives decent movement, but the physics and action logic are clearly off. It\u2019s better than Grok and Kling here, but still very far from the super-generator Google markets it as.\n\nSeedance 2.0 was the best again, as expected. Still not perfect. It also has a clear physics issue, because pulling a driver out of a moving car while standing on the road makes no physical sense.\n\nBut overall, Seedance still produced a much more intense and cinematic scene than all the others.\n\nMy ranking for this test:\n\n1. Seedance 2.0 \u2014 clear winner, even with flaws\n2. Gemini Omni Flash\n3. Kling 3.0\n4. Grok Imagine 1.5 \u2014 unfortunately, the weakest right now in my opinion\n\nDo you agree?\n\n#AIVideo",
        "like_count": 201,
        "retweet_count": 14,
        "reply_count": 29,
        "view_count": 59450,
        "id": "2063952651205677170",
        "created_at": "Mon Jun 08 11:53:53 +0000 2026"
      },
      {
        "author": "hey_mujeebahmed",
        "text": "AI video is fun, but for small teams, the real question is always: can we afford to use it often?\n\nCapCut\u2019s Dreamina Seedance 2.0 Mini update makes that answer a lot easier \ud83d\udcb0\n\nIt brings lower-cost generation into a platform that already has everything you need to turn a raw AI clip into a finished video.\n\nGenerate, edit, polish, export - all in @capcutapp \ud83d\udcf2\n\nFor creators and sellers who need more content without a bigger production budget, this is a pretty strong upgrade.",
        "like_count": 188,
        "retweet_count": 95,
        "reply_count": 18,
        "view_count": 53722,
        "id": "2067107356581015870",
        "created_at": "Wed Jun 17 04:49:33 +0000 2026"
      },
      {
        "author": "azed_ai",
        "text": "Midjourney, Leonardo, Adobe,  for image generation\n\nNano banana, Seedream 4.0 for image editing\n\nIdeogram for character, style consistency\n\nKling 2.5, runway, Hailuo, veo3, Wan 2.5, seedance 1.0 pro for videos\n\nAIvideo for music videos\n\nElevenLabs for audio \n\nFreepik, Adobe suits for everything\n\nGpt 5 is my nightmare at this point",
        "like_count": 444,
        "retweet_count": 41,
        "reply_count": 28,
        "view_count": 53568,
        "id": "1972426640228565124",
        "created_at": "Sun Sep 28 22:22:11 +0000 2025"
      },
      {
        "author": "JafarNajafov",
        "text": "Hootsuite is officially cooked.\n\nAiToEarn is a full AI agent for content marketing. Create, publish, engage, and monetize across 14 platforms from one place.\n\n12,200 GitHub stars. 100% open source. MIT licensed.\n\nWhat it does:\n\n\u2192 One-click publishing to TikTok, YouTube, X, Instagram, LinkedIn, Facebook, Threads, Pinterest, Bilibili, Douyin, Xiaohongshu, Kuaishou, WeChat Channels, WeChat Official\n\u2192 \"All In Agent\" auto-generates and publishes content for you\n\u2192 Trend Radar surfaces viral content before it peaks\n\u2192 Comment search detects buying signals like \"link please\" and \"how to buy\"\n\u2192 Calendar scheduler across every platform\n\u2192 Plugs into Seedance, Kling, Hailuo, Veo, Sora, Pika, Runway, Flux, GPT image\n\u2192 Self-host with one Docker command\n\nHootsuite is $99/month. Buffer is $100/month. Later is $80/month.\n\nThis is free.\n\nSocial media managers have charged $5k/month retainers for what this repo does in one click. That business model is done.",
        "like_count": 546,
        "retweet_count": 76,
        "reply_count": 27,
        "view_count": 47499,
        "id": "2054531959528079430",
        "created_at": "Wed May 13 11:59:25 +0000 2026"
      },
      {
        "author": "HBCoop_",
        "text": "\ud83c\udf86 Video Model Comparison: Text to video\n\nThere are a few new models in this comparison, including Wan 2.5, Kling 2.5 & Luma Ray3:\n\n\u2192 Wan 2.5\n\u2192 Kling 2.5\n\u2192 Luma Ray3\n\u2192 Veo 3\n\u2192 Seedance Pro\n\u2192 Hailuo-02\n\u2192 Runway Gen-4\n\u2192 PixVerse 5\n\nI used the same prompt on each model up to 4 times:\n\nFirst-person POV racing on a motorbike through a mountain road, leaning into sharp turns, wind rushing past, headlights streaking across the dark tunnel ahead.\n\nUpscaled with @topazlabs Astra:",
        "like_count": 563,
        "retweet_count": 88,
        "reply_count": 33,
        "view_count": 45221,
        "id": "1971230761173828065",
        "created_at": "Thu Sep 25 15:10:11 +0000 2025"
      },
      {
        "author": "JSFILMZ0412",
        "text": "Seedance 2.0 vs. Seedance 2.0 Mini \ud83c\udfac\n\nByteDance\u2019s AI video lineup just got crazy. \ud83d\udc47\n\nThe Heavyweight Pro vs. the ultra-budget Speed Demon. One is built for full cinematic multi-shot production; the other completely flips the economics of rapid ad testing.\n\nWhich one wins your workflow?\n\nDropping my full initial review, cost breakdowns, and real-world performance tests in the comments soon!",
        "like_count": 490,
        "retweet_count": 57,
        "reply_count": 63,
        "view_count": 39227,
        "id": "2066595569154380105",
        "created_at": "Mon Jun 15 18:55:53 +0000 2026"
      },
      {
        "author": "FellMentKE",
        "text": "\ud83c\udf89 JUST IN: Gimini 3.5 Flash and Claude Fable 5 now available on GlobalGPT, free to try!\n\nCreate AI videos with dynamic comic IPs, lively ads, energetic dance videos, and unique running videos in various styles, all powered by Happy Horse and Seedance.\n\nNo limits. No regional barriers. No invite codes. \ud83d\udc47",
        "like_count": 141,
        "retweet_count": 92,
        "reply_count": 12,
        "view_count": 36956,
        "id": "2067294559789551984",
        "created_at": "Wed Jun 17 17:13:26 +0000 2026"
      },
      {
        "author": "Safwon_CoderAI",
        "text": "\ud83d\udea8 AI video finally reached its \"GPT-3.5 moment.\"\n\nDreamina Seedance 2.0 mini has officially dropped today.\n\nBut I feel like the majority of folks are misinterpreting this drop.\n\nThis goes beyond just launching another generation model.\n\nIt's a clear indicator that the AI video space is starting a whole new era.\n\nLet's dive into why \ud83d\udc47",
        "like_count": 171,
        "retweet_count": 30,
        "reply_count": 30,
        "view_count": 20079,
        "id": "2066894560576581963",
        "created_at": "Tue Jun 16 14:43:58 +0000 2026"
      },
      {
        "author": "IsabellaHan_",
        "text": "Same prompt to both: an 80s teen-movie hallway standoff, two students nose to nose, the crowd closing in. Seedance 2.0 on top, Kling 3.0 below.\n\nRan both off one key, so it was just a model swap.\n\nWhich  AI side sells the tension better? https://t.co/4juGCfqmIh",
        "like_count": 162,
        "retweet_count": 44,
        "reply_count": 15,
        "view_count": 18028,
        "id": "2067915654053646561",
        "created_at": "Fri Jun 19 10:21:26 +0000 2026"
      },
      {
        "author": "aimikoda",
        "text": "Fledgling\n\nAfter creating the character in Midjourney, generated the storyboard and video prompts. For the second video, used the first video as a reference and didn't include the second storyboard. Finally, I added the music.\n\nYou can find the full workflow and prompts in the replies.\n\nMidjourney + GPT Image 2 + Seedance 2.0",
        "like_count": 314,
        "retweet_count": 24,
        "reply_count": 33,
        "view_count": 13674,
        "id": "2067235897901207568",
        "created_at": "Wed Jun 17 13:20:20 +0000 2026"
      },
      {
        "author": "FynCas",
        "text": "hyper-realistic AI UGC videos. \n\nwe just broke the creative bottleneck for short-form ads:\n\n- Cost: $1 per video\n- Speed: Minutes from concept to export\n- Quality: Cinematic lighting, natural movement, flawless pacing\n- Scale: Completely infinite\n\nseedance 2.0 is officially live, and our automated testing workflow is already scaling active campaigns on autopilot. No actors, no delays, no massive production budgets.\n\nI\u2019m breaking down the exact AI infrastructure behind this setup.\n\nFull WORKFLOW inside the comments. Check it out!",
        "like_count": 178,
        "retweet_count": 66,
        "reply_count": 101,
        "view_count": 13475,
        "id": "2066128626773283179",
        "created_at": "Sun Jun 14 12:00:26 +0000 2026"
      },
      {
        "author": "JSFILMZ0412",
        "text": "Behind the scenes and tips for my 18-minute Seedance 2.0 short film! \ud83c\udfac\ud83d\udee0\ufe0f\n\nThe launch is completely blowing up. 10K+ views, 500+ comments, and 1K+ likes in less than a day. Absolutely lost for words. \ud83e\udd2f\n\nICYMI, full thread and link below! \ud83d\udc47 https://t.co/EUaLVLTmz5",
        "like_count": 132,
        "retweet_count": 11,
        "reply_count": 22,
        "view_count": 9869,
        "id": "2066185704426598543",
        "created_at": "Sun Jun 14 15:47:14 +0000 2026"
      },
      {
        "author": "AIwithSarah_",
        "text": "Seedance 2.0 on Higgsfield.\n\nPixar-quality 3D ASMR comedy aboard a lantern-lit pirate ship galley. A burly pirate chef cooks while a mischievous green parrot constantly tries to steal ingredients. Warm amber lighting, cinematic depth of field, slapstick humor, crisp food ASMR.\n0\u20132s: Extreme close-up. Parrot grabs a garlic bulb. Pirate's hand slams down beside it. Frozen stare. The parrot slowly looks up. Record-scratch silence.\n2\u20134s: Pirate flicks the parrot away. Slow-motion cartwheel. The parrot lands on a pot rack pretending nothing happened. Pirate chops garlic rapidly. Crisp ASMR. \n4\u20136s: Parrot tiptoes toward a tomato in the background while the pirate cooks. Garlic hits hot oil with a huge sizzle, startling the parrot into falling off the rack. Cup clangs. \n6\u20138s: Fast montage. Tomatoes sizzle, herbs tear, olive oil pours in golden slow motion. Pirate grins in flow state. Rich ASMR layering. 8\u20139s: Parrot strains to drag the skillet away. Pirate turns and stares. Parrot freezes while still holding the handle. \n9\u201310s: Pirate serves the meal and slides a tiny plate of sauce and bread to the parrot. The parrot does a happy bounce and eats beside him. Warm lantern glow, ship gently swaying, soft accordion note fading out.",
        "like_count": 177,
        "retweet_count": 12,
        "reply_count": 44,
        "view_count": 9278,
        "id": "2065654239620473007",
        "created_at": "Sat Jun 13 04:35:23 +0000 2026"
      },
      {
        "author": "YourAlphaMom",
        "text": "New tongue-physics test for the best AI video models!\n\nSeedance 2.0, Kling 3.0 Pro, Gemini Omni Flash, and Grok Imagine 1.5 were given a task that sounds ridiculously simple for a human:\n\nRotate the tongue in a continuous circle for 10 seconds. That\u2019s it.\n\nEach model received exactly four attempts.\n\nYet this tiny movement turned into an unexpectedly brutal test of instruction following, anatomy, motion consistency, and basic physical control.\n\nAnd the result will probably surprise a lot of AI video creators. Spoiler: Seedance 2.0 completely failed to live up to its reputation this time.\n\n- Kling 3.0 Pro:\n\nThe old man somehow managed to detect a policy violation in one attempt, although the other three generations went through without any problems.\n\nUnfortunately, the result was still the worst of the four.\n\nKling failed the main instruction every single time: the tongue never actually rotated in a circle.\n\nIt moved sideways, twisted, stretched, and performed all kinds of strange anatomical experiments, but it never completed the requested motion.\n\nThe image itself looked reasonably realistic, but visual quality was almost irrelevant here. The movement was unnatural, inconsistent, and completely missed the task.\n\nEverything that could go wrong did.\n\n- Grok Imagine 1.5:\n\nThis was an unexpectedly good result.\n\nThe image still has Grok\u2019s usual slightly cartoonish appearance, but its instruction following was surprisingly strong.\n\nThe tongue actually rotated.\n\nNot perfectly, not with completely realistic anatomy, and not always through a clean full circle, but Grok understood what it was supposed to do and made a genuine attempt to execute it.\n\nConsidering its performance in several previous tests, this was a very pleasant surprise.\n\n- Gemini Omni Flash:\n\nThe only model that handled the task convincingly.\n\nOmni understood the instruction, produced a realistic-looking image, and generated an actual circular tongue movement.\n\nIt still isn\u2019t perfect, and the motion does not yet look 100% like something a real person would perform. But compared with the other models, this was easily the cleanest, most controlled, and most believable result.\n\nA genuinely strong performance.\n\nGoogle finally found a very specific battlefield where Omni Flash can flex.\n\n- Seedance 2.0:\n\nThis was the biggest disappointment.\n\nThe result was better than Kling\u2019s, but Seedance still failed to perform the requested circular movement.\n\nSeedance remains excellent at large action scenes, complex choreography, and cinematic motion. But in these simple human-body tests, including running and now tongue control, it keeps exposing unexpected weaknesses.\n\nThe movement looked more polished than Kling\u2019s, but the core instruction was still not followed.\n\nAnd for the first time in one of my tests, Seedance finishes below Grok.\n\n- My ranking:\n\n1. Gemini Omni Flash. The best instruction following, the cleanest circular motion, and the most realistic overall result.\n\n2. Grok Imagine 1.5. Not perfect, but it understood the assignment and produced a surprisingly decent attempt.\n\n3. Seedance 2.0. More polished than Kling, but clearly behind Grok and Omni in actual task execution.\n\n4. Kling 3.0 Pro. Censorship, broken anatomy, and almost every possible tongue movement except the one I requested.\n\nWhat do you think of this test? Do you agree with my ranking?\n\n#AIVideo",
        "like_count": 17,
        "retweet_count": 0,
        "reply_count": 3,
        "view_count": 948,
        "id": "2068046646085329212",
        "created_at": "Fri Jun 19 19:01:57 +0000 2026"
      },
      {
        "author": "HeyNayeem",
        "text": "Introducing GlobalGPT @GlbGPT: Your all-in-one AI workspace\n\n\ud83d\udc49 https://t.co/pEuLyxqpmO\n\nChat \u2192 Grok 4.3, GLM 5.1, GPT-5.5, Gemini 3.5 flash, Claude Opus 4.7...\nAI image \u2192 GPT-IMAGE-2, Nano Banana 2...\nAI video \u2192 Wan 2.7, Seedance 2.0, Happy Horse, Sora 2, Kling 3.0...\nAI audio \u2192 Eleven Lab\nAI agents \u2192 GlobalClaw\n\n100+ AI models and tools are available for just $10/mo.",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 69,
        "id": "2068034672429576603",
        "created_at": "Fri Jun 19 18:14:22 +0000 2026"
      },
      {
        "author": "Rulia2505",
        "text": "\ud83d\udcdcThe difference between Seedance 2.0 and Kling 3.0 is the difference between a thumbnail business and a watch-time business.\n\nPause 0:16\n\nSame prompt. Two video models. One scene of a man in a penthous at nigth looking down at his city. \n\nThe result split into two completely different movies.\n\nSeedance 2.0:\nEstablishing shot is the highest ceiling I've seen this year. The skyline at night looks like the opening frame of a Christopher Nolan film \u2014 depth, density, real city lights reflected on river water. When the camera moves into the apartment, the lighting holds. Furniture catches the warm lamp glow correctly. The actor sits with weight, not pose. Frame by frame this is photography, not generation.\nKling 3.0:\nWhere Kling pulls ahead is the moment of transition. The elevator shot \u2014 doors opening, the man stepping forward \u2014 has body mechanics no still frame can fake. Shoulders shift before the leg. Hand reacts to balance. The camera doesn't tell you he just arrived, the physics does. Some background blur, some weird ceiling artifacts, but the human inside the frame moves like a human.\nThe honest take:\nSeedance wins the still you'd put on a billboard.\nKling wins the second you press play.\nIf your channel is built on thumbnails \u2014 Seedance.\nIf your channel is built on watch time \u2014 Kling.\nThe \"best model\" question is dead. The \"best model for this shot\" question just opened.\nWhich one would you have published? \ud83d\udc47",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 31,
        "id": "2068026665196761573",
        "created_at": "Fri Jun 19 17:42:33 +0000 2026"
      },
      {
        "author": "Logical_Girll",
        "text": "Introducing GlobalGPT @GlbGPT: Your all-in-one AI workspace\n\n\ud83d\udc49 https://t.co/BfXAQLpuFT\n\nChat \u2192 Grok 4.3, GLM 5.1, GPT-5.5, Gemini 3.5 flash, Claude Opus 4.7...\nAI image \u2192 GPT-IMAGE-2, Nano Banana 2...\nAI video \u2192 Wan 2.7, Seedance 2.0, Happy Horse, Sora 2, Kling 3.0...\nAI audio \u2192 Eleven Lab\nAI agents \u2192 GlobalClaw\n\n100+ AI models and tools are available for just $10/mo.",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 28,
        "id": "2068052748269146519",
        "created_at": "Fri Jun 19 19:26:12 +0000 2026"
      },
      {
        "author": "aidoga_lab",
        "text": "AI\u52d5\u753b5\u65e5\u76ee\u3002\n\n\u4eca\u65e5\u306e\u691c\u8a3c\u30c6\u30fc\u30de\uff1aSeedance vs Kling\u3067\u300c\u52d5\u304d\u306e\u8ffd\u5f93\u3068\u97f3\u91cf\u300d\u3092\u5236\u3057\u305f\u30e1\u30ab\u96e2\u9678POV\u306e\u691c\u8a3c\u3002\u4f7f\u7528\u30c4\u30fc\u30eb\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u30ea\u30d7\u6b04\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n\u4eca\u56de\u306fSeedance\u72483\u304c\u5927\u304d\u304f\u6210\u529f\u3002\u30af\u30ea\u30fc\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u6700\u521d\u30d5\u30ec\u30fc\u30e0\uff0b\u70b9\u691c\u3092\u5727\u7e2e\uff0b\u6ed1\u8d70\u8def\u3092\u8d70\u308a\u51fa\u3057\u3066\u9752\u7a7a\u3078\u98db\u3073\u7acb\u3064\u3068\u3053\u308d\u3067\u300115\u79d2\u77ed\u7de8\u3068\u3057\u3066\u5f37\u3044\u5b8c\u7d50\u611f\u304c\u51fa\u307e\u3057\u305f\u3002\n\u52b9\u3044\u305f\u30dd\u30a4\u30f3\u30c8\u306f3\u3064\u3002\n\n\u2460 \u9023\u7d9aPOV\u306f\u300c\u6700\u521d\u306e\u30d5\u30ec\u30fc\u30e01\u679a\uff0bABSOLUTELY NO CUTS\u300d\u306b\u53b3\u683c\u5316\uff08\u8907\u6570ref\u306f\u30ab\u30c3\u30c8\u8a98\u767a\uff09\n\u2461 \u97f3\u3092\u300cLOUD/BOLD operation sounds\uff0b\u5834\u5916PA\uff08\u30b9\u30d4\u30fc\u30ab\u30fc\u8d8a\u3057\uff09\u300d\u3067\u524d\u9762\u5316\uff08Seedance\u3067\u904e\u53bb\u6700\u5927\u306e\u97f3\u91cf\u3092\u9054\u6210\uff09\n\u2462 \u30e1\u30fc\u30bf\u30fc\u985e\u306f\u300c\u91dd\u30fb\u30d0\u30fc\u30fb\u30ea\u30f3\u30b0\u306a\u3069\u306e\u5f62\u72b6\u6307\u5b9a\u300d\u3067\u5d29\u308c\u3092\u9632\u6b62\n\n\u7279\u306b\u52b9\u3044\u305f\u306e\u306f\u300c2\u56de\u540c\u3058\u9805\u76ee\u304c\u843d\u3061\u305f\u3089\u8a00\u8449\u3092\u8db3\u3059\u306e\u3092\u6b62\u3081\u3066\u3001\u30a8\u30f3\u30b8\u30f3\u5909\u66f4 or \u5f8c\u5de5\u7a0b\u3078\u79fb\u3059\u300d\u30eb\u30fc\u30eb\u3002\nKling\u30673\u56de\u843d\u3061\u305f\u6b69\u304d\u51fa\u3057\u30fb\u96e2\u9678\u3092Seedance\u304c\u4e00\u767a\u3067\u5b9f\u884c\u3002\u30a8\u30f3\u30b8\u30f3\u56fa\u6709\u306e\u5929\u4e95\u3092\u7406\u89e3\u3057\u305f\u77ac\u9593\u3001\u8a66\u884c\u932f\u8aa4\u306e\u52b9\u7387\u304c\u5287\u7684\u306b\u4e0a\u304c\u308a\u307e\u3057\u305f\u3002",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 4,
        "id": "2067982526522724464",
        "created_at": "Fri Jun 19 14:47:10 +0000 2026"
      }
    ]
  },
  "Q3: AI video discussion": {
    "query": "\"ai video\" min_faves:200 min_retweets:15 min_replies:5",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "TansuYegen",
        "text": "AI video that got 3 million likes on TikTok\u2026\n\n https://t.co/md4qoKiF92",
        "like_count": 28920,
        "retweet_count": 3065,
        "reply_count": 460,
        "view_count": 15218204,
        "id": "1938891917028167879",
        "created_at": "Sat Jun 28 09:27:10 +0000 2025"
      },
      {
        "author": "DudespostingWs",
        "text": "This dude create an AI video \u201cinterviewing\u201d people from the 1500s and it\u2019s hilarious \ud83d\ude02 https://t.co/89wxf80HPq",
        "like_count": 94816,
        "retweet_count": 11599,
        "reply_count": 879,
        "view_count": 7969662,
        "id": "1930233981649170601",
        "created_at": "Wed Jun 04 12:03:37 +0000 2025"
      },
      {
        "author": "venturetwins",
        "text": "\"If Snapchat existed back then\" is my new favorite genre of AI video https://t.co/j7BVQLQGYp",
        "like_count": 51022,
        "retweet_count": 5091,
        "reply_count": 442,
        "view_count": 5402060,
        "id": "1911820040292475202",
        "created_at": "Mon Apr 14 16:33:12 +0000 2025"
      },
      {
        "author": "kirawontmiss",
        "text": "Someone created an AI video of Punch getting revenge from the zoo monkeys that were bullying him\ud83d\ude2d https://t.co/sJOfvBMAz9",
        "like_count": 50046,
        "retweet_count": 4596,
        "reply_count": 792,
        "view_count": 3311629,
        "id": "2025374349998309483",
        "created_at": "Sun Feb 22 00:57:29 +0000 2026"
      },
      {
        "author": "XFreeze",
        "text": "Grok Imagine Video 1.5 Preview has officially taken the #1 spot in Image-to-Video generation on Design Arena\n\n\u2022 #1 overall with a 1357 Elo rating\n\u2022 Massive 49-point lead over the next-best model\n\u2022 Ahead of Seedance 2.0 and Seedance 2.0 Fast\n\nIt established a new Pareto frontier in AI video generation, delivering state-of-the-art quality while simultaneously being faster and more cost-efficient than competing models\n\nThe model averages just 41.2 seconds per generation while maintaining top-tier output quality\n\nMost AI labs optimize for one metric\n\nxAI is improving quality, speed, cost efficiency, and product capabilities all at the same time\n\nThat\u2019s an incredibly difficult combination to achieve",
        "like_count": 2317,
        "retweet_count": 947,
        "reply_count": 400,
        "view_count": 589635,
        "id": "2064023077193998568",
        "created_at": "Mon Jun 08 16:33:43 +0000 2026"
      },
      {
        "author": "Bubblebathgirl",
        "text": "U.S. Forest Service seeks public help identifying individuals who defaced Cathedral Rock\n\nThe U.S. Forest Service is asking the public for help identifying a group of individuals caught on video defacing Cathedral Rock in Sedona, Arizona \u2014 a sacred Native American site.\n\nThe AI video below shows enhanced imagery of two men believed to be connected to the incident.\n\nThis incident has drawn significant public attention and concern over the protection of important cultural and natural landmarks.\n\nAmerica\u2019s sacred sites and public lands deserve respect and protection.\n\nWhat should happen to those responsible?\n\n(Video: AI)",
        "like_count": 18188,
        "retweet_count": 9704,
        "reply_count": 1062,
        "view_count": 461597,
        "id": "2058589873255182607",
        "created_at": "Sun May 24 16:44:07 +0000 2026"
      },
      {
        "author": "capcutapp",
        "text": "Meet Dreamina Seedance 2.0 Mini: Built for quality and speed, at lower cost.\n- ~30% lower cost than Dreamina Seedance 2.0\n- 2\u00d7 faster than Dreamina Seedance 2.0 Fast\n- Comparable output to Dreamina Seedance 2.0 Fast\n\nLaunch offers: \n- Pro users (existing & new subscribed before 6.21) enjoy 33% fewer credit usage with Mini-720P from June 15 - July 22\n- Up to 60% off Pro plan purchased via CapCut App\nThis means Dreamina Seedance 2.0 Mini costs up to 55% less than Dreamina Seedance 2.0 with the limited-time offer.\n\nGenerate more, spend less, keep the quality. Now rolling out across all relevant CapCut features:\n- App: AI Lab, AI Generator, AI Video\n- Web: Video Studio, Design Studio (now enjoy motion design with video models)\n- Desktop: AI Video, Edit Pilot\n\nRT+comment in 5hr to get 200 free credits in your DM.",
        "like_count": 1099,
        "retweet_count": 285,
        "reply_count": 286,
        "view_count": 333830,
        "id": "2066551490307907707",
        "created_at": "Mon Jun 15 16:00:44 +0000 2026"
      },
      {
        "author": "realhonestash",
        "text": "Just kidding, guys! The AI video of Charlie appointing Erika to run TPUSA was just for the trolls. That\u2019s why he bored us with his novel to update the community notes here on X the other night.\n\nSeriously guys, Bibi wants his money back. https://t.co/quS4IaK3ij",
        "like_count": 2822,
        "retweet_count": 221,
        "reply_count": 218,
        "view_count": 263379,
        "id": "2064668339125854318",
        "created_at": "Wed Jun 10 11:17:46 +0000 2026"
      },
      {
        "author": "MAGACult2",
        "text": "I defy you to find a better AI video ever. I think I peed a little bit. \ud83d\ude02 \ud83d\ude02 \ud83d\ude02 \ud83d\ude06\n\nOMG THIS IS SOOOO GOOD!!! https://t.co/woNrg7QRtN",
        "like_count": 2805,
        "retweet_count": 761,
        "reply_count": 103,
        "view_count": 117864,
        "id": "2062664370417705119",
        "created_at": "Thu Jun 04 22:34:43 +0000 2026"
      },
      {
        "author": "MrCharlesky",
        "text": "Fully multiple remote roles\n\n1. Customer Service Rep: $800/mth\n\n2. Data Entry: $800/mth\n\n3. Social Media Manager (2 Vacancies): $1.8K \u2013 $2K/month\n\n4. Video Editor: $1.7K \u2013 $1.9K/Month\n\n5. AI Video Creator\n$1.5K\n\n6. Graphic Designer (4 Vacancies): $1.3K \u2013 $2K/month",
        "like_count": 696,
        "retweet_count": 72,
        "reply_count": 1348,
        "view_count": 81895,
        "id": "2061781308460695997",
        "created_at": "Tue Jun 02 12:05:44 +0000 2026"
      },
      {
        "author": "officialladi_T",
        "text": "A short video on how to use the free site for creating Ai video/Animation https://t.co/a4fj88AjG8",
        "like_count": 781,
        "retweet_count": 196,
        "reply_count": 37,
        "view_count": 55377,
        "id": "2062209407631475126",
        "created_at": "Wed Jun 03 16:26:51 +0000 2026"
      },
      {
        "author": "markgadala",
        "text": "China is the first nation to truly embrace and master AI video.\n\nThey not only have the best AI video model (Seedance 2) but they also have some of the best AI creators in the world.\n\nCredit: viktro99 on IG https://t.co/hBbCxgIbur",
        "like_count": 333,
        "retweet_count": 36,
        "reply_count": 26,
        "view_count": 51592,
        "id": "2066749359039881449",
        "created_at": "Tue Jun 16 05:07:00 +0000 2026"
      },
      {
        "author": "fal",
        "text": "\ud83d\udcf9\ufe0f Announcing the fal x @sequoia 72-Hour Video Hackathon.\n\nA 3-day global sprint for AI-native filmmakers, creative technologists, developers, designers, and storytellers building the future of video.\n\nSupported by leading AI video labs @GoogleDeepMind, @xAI, and @Kling_ai.\n\nParticipants will get:\n\n- Access to frontier video models\n- Workshops + talks from industry leaders\n- Mentorship from top creators + engineers\n- $150k credit prize pool\n\nThis is a chance to build at the cutting edge and create what wasn\u2019t possible before.\n\nJudges, speakers and event details coming soon.\n\nParticipation is by application only. Apply here: https://t.co/SPuIYLhxSn",
        "like_count": 207,
        "retweet_count": 36,
        "reply_count": 27,
        "view_count": 44124,
        "id": "2066945734360924241",
        "created_at": "Tue Jun 16 18:07:19 +0000 2026"
      },
      {
        "author": "JSFILMZ0412",
        "text": "Seedance 2.0 vs. Seedance 2.0 Mini \ud83c\udfac\n\nByteDance\u2019s AI video lineup just got crazy. \ud83d\udc47\n\nThe Heavyweight Pro vs. the ultra-budget Speed Demon. One is built for full cinematic multi-shot production; the other completely flips the economics of rapid ad testing.\n\nWhich one wins your workflow?\n\nDropping my full initial review, cost breakdowns, and real-world performance tests in the comments soon!",
        "like_count": 490,
        "retweet_count": 57,
        "reply_count": 63,
        "view_count": 39227,
        "id": "2066595569154380105",
        "created_at": "Mon Jun 15 18:55:53 +0000 2026"
      },
      {
        "author": "Just_sharon7",
        "text": "I just dropped myself into a Taylor Swift-style music video without writing a single prompt, timeline, or storyboard. \n\nI uploaded one photo and the song.\n\nThat's it.\n\n@AtlabsAI took over from there:\n\n\u2022 Built the character sheet\n\u2022 Planned the scenes\n\u2022 Generated the prompts\n\u2022 Synced every cut to the beat\n\u2022 Delivered a finished edit\n\nMost AI video tools promise automation, but the tradeoff is usually creative control.\nThis was the opposite.\nThe agents handled the production work while I focused on direction. Every scene, transition, framing choice, and creative decision stayed in my hands. When the edit was ready, I could jump in, swap shots, rework sequences, change the mood, and fine-tune the story.\n\nIt felt less like using a tool and more like working with an AI production crew.\nWe're moving beyond prompting.\n\nThe next wave is directing autonomous creative workflows that understand the music, build the narrative, and still leave the final call to you.\n\nCharacter: ChatGPT Image\nVideo: Seedance\n\nThis is the most fun I've had making a music video in a long time.",
        "like_count": 615,
        "retweet_count": 22,
        "reply_count": 118,
        "view_count": 36013,
        "id": "2066489709849870714",
        "created_at": "Mon Jun 15 11:55:15 +0000 2026"
      },
      {
        "author": "ComfyUI",
        "text": "The next frontier in AI video isn't better motion - it's better perspective.\n\nWhat used to require a full production setup, camera rig, location scout, multi-shot choreography - now starts with a single image inside Comfy. \n\nCreator seungho__yeo ( IG ) used Hyper POV + Seedance 2 to build a complete cinematic space traversal from one still frame:\n\n\u2192 Aggressive first-person orbit through the full environment\n\n\u2192 Fly-through movement that inhabits the space, not just records it\n\n\u2192 Motion blur and single-take continuity that holds the cinematic feel end to end\n\n\u2192 No cuts. No rig. One image as the source of truth.\n\nThis is what perspective design looks like at the new baseline.",
        "like_count": 636,
        "retweet_count": 60,
        "reply_count": 14,
        "view_count": 28583,
        "id": "2067344067185590707",
        "created_at": "Wed Jun 17 20:30:09 +0000 2026"
      },
      {
        "author": "JulianGoldieSEO",
        "text": "\ud83d\udea8 BREAKING: This AI VIDEO FACTORY is INSANE\u2026\n\nThis AI Agent turns random ideas into viral AI-generated videos.\n\nFully automated. No editor. No effort:\n\n\u2192 Auto-generates video ideas w/ ChatGPT\n\u2192 Creates wild scenes using Veo 3 + FAL API (e.g. Yeti vlogging w/ chopsticks)\n\u2192 Auto-lip syncs, animates, renders & stores final video\n\u2192 Logs prompt, caption, video URL + scene details in Google Sheets\n\u2192 Optionally stitches clips into longer vids\n\u2192 Ready to auto-post to TikTok, IG, YouTube, etc\n\nBuilt 100% in n8n. No editors. No VAs. Just wild videos on full autopilot.\n\nLIKE + COMMENT \u201cVIDEO\u201d & I\u2019ll send you the FULL workflow + setup FREE!",
        "like_count": 422,
        "retweet_count": 63,
        "reply_count": 302,
        "view_count": 28221,
        "id": "2066641903748338156",
        "created_at": "Mon Jun 15 22:00:00 +0000 2026"
      },
      {
        "author": "shamimai1",
        "text": "BREAKING NEWS: You can now launch a full AI video business in 24 hours using only FREE tools.\n\nNo paid subscriptions. No credit card. Zero excuses.\n\nHere are 8 brutal prompts to use with FREE https://t.co/TBT9CmV3E4 that turn any niche into a cash-flowing video empire in 2026\n\n(Save this before your competition sees it)",
        "like_count": 233,
        "retweet_count": 41,
        "reply_count": 44,
        "view_count": 26431,
        "id": "2066776825951662545",
        "created_at": "Tue Jun 16 06:56:08 +0000 2026"
      },
      {
        "author": "Finaltoucch",
        "text": "I did this AI video ad project for a client. All he sent me was a phone photo of his product and a rough idea.\n\nThe moment he saw the video, he updated the contract and asked me to create more ads for him. \n\nScript : Claude ai \nProduct Image : Chat GPT \nVideo : Higgsfield https://t.co/Nq2LqAO9u3",
        "like_count": 515,
        "retweet_count": 41,
        "reply_count": 43,
        "view_count": 20094,
        "id": "2067303525449712018",
        "created_at": "Wed Jun 17 17:49:03 +0000 2026"
      },
      {
        "author": "Queen_1o1",
        "text": "I just managed to look at Seedance 2.0 and the rumored upcoming Seedance 2.0 Mini running completely head-to-head.\n\nhttps://t.co/LvE2N3t7TO\n\nTo be totally upfront?\n\nI honestly found it almost impossible to consistently spot the difference between them.\n\nWe are talking exact same prompts.\n\nOutputs that are remarkably comparable in quality.\n\nYet one variant is supposedly generating things way faster and for significantly less money.\n\nIf this is the actual trajectory for AI video right now, we are on the edge of seeing top-tier production unlocked for practically everyone.\n\nThe financial landscape of AI video is shifting rapidly \u2014\u2014 Dreamina Seedance 2.0 mini.\n\n#dreamina #dreaminaseedance2mini",
        "like_count": 176,
        "retweet_count": 142,
        "reply_count": 5,
        "view_count": 15934,
        "id": "2065304926033694964",
        "created_at": "Fri Jun 12 05:27:20 +0000 2026"
      }
    ]
  },
  "Q2: AI creative workflows": {
    "query": "\"ai creative\" OR \"creative ai\" min_faves:100 min_retweets:10 min_replies:5",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "alexgoughcooper",
        "text": "Introducing Parker: The world's first AI Creative Director.\n\n100+ brands like Gr\u00fcns, Lume and Legends use us already.\n\nRT + Comment \"Parker\" and I'll send you 100+ AI prompt engineers for hire. https://t.co/LXXmTeQrHN",
        "like_count": 3280,
        "retweet_count": 1076,
        "reply_count": 1911,
        "view_count": 1632154,
        "id": "2016201366234939867",
        "created_at": "Tue Jan 27 17:27:19 +0000 2026"
      },
      {
        "author": "ImagineArt_X",
        "text": "Introducing ImagineArt | All-in-One AI Creative Suite\n\nFor years, creators have battled chaos, scattered tools, and broken workflows.\n\nSo we fixed it.\n\nA single destination where your creativity flows without friction.\nThis isn\u2019t just an upgrade. It\u2019s the future delivered today. https://t.co/yJJUnHbsz4",
        "like_count": 687,
        "retweet_count": 294,
        "reply_count": 68,
        "view_count": 1064102,
        "id": "1965646439348076864",
        "created_at": "Wed Sep 10 05:20:05 +0000 2025"
      },
      {
        "author": "HeyGen",
        "text": "We built an AI creative team that turns a sentence into a full video.\n\nThe waitlist is live.\n\nSign up now\ud83d\udc47",
        "like_count": 513,
        "retweet_count": 1970,
        "reply_count": 123,
        "view_count": 130527,
        "id": "1938252436155822581",
        "created_at": "Thu Jun 26 15:06:06 +0000 2025"
      },
      {
        "author": "_VVSVS",
        "text": "Cinematique is live \ud83d\udd25 A FREE prompt guide for AI filmmakers. > 150+ cinematic techniques with video demos, built on https://t.co/ucRiDb88lm by @tetsuocorp. \nhttps://t.co/Ntxdz8hqu5\n\n> Copy a prompt,replace [Subject], generate. Made to accelerate your creative AI workflow.\n\nAll images and video generated with Grok @imagine via their API. \n\nSpecial thanks to @tetsuoai for allowing me to build this for the people!",
        "like_count": 1115,
        "retweet_count": 171,
        "reply_count": 72,
        "view_count": 115763,
        "id": "2040846161326530834",
        "created_at": "Sun Apr 05 17:36:56 +0000 2026"
      },
      {
        "author": "Trisha_Techie",
        "text": "Hidden AI Tools That Feel Like Superpowers.\n\n1. https://t.co/l0xrStcCnQ \u2013 Writing like a human\n2. https://t.co/n9ZH8m3yGY \u2013 Presentation \n3. https://t.co/zRCF5Ps8al \u2013 Image cleaner\n4. https://t.co/Ffs5jTogpg \u2013 Logo maker\n5. https://t.co/eVMcWNPmln \u2013 Smart notes\n6. https://t.co/TgSwMKLOgr \u2013 3D capture\n7. https://t.co/scT045gW9S \u2013 Prompt ideas\n8. https://t.co/ypkfDhPxoF \u2013 Face swap\n9. https://t.co/r9YZhLJ0Lr \u2013 Voice notes\n10. https://t.co/dV3AtgpAIv \u2013 Creative AI\n11. https://t.co/sb9IgtvaYK \u2013 Art styles\n12. https://t.co/h9Vjbc9eJX \u2013 Meeting recorder\n\n[ Bookmark for later \ud83d\udd16 ]",
        "like_count": 2499,
        "retweet_count": 553,
        "reply_count": 74,
        "view_count": 113848,
        "id": "1995085618532245834",
        "created_at": "Sun Nov 30 11:00:53 +0000 2025"
      },
      {
        "author": "HeyAmit_",
        "text": "I\u2019ve\u00a0tested\u00a0a\u00a0lot\u00a0of\u00a0AI\u00a0creative\u00a0tools,\u00a0but\u00a0Dreamina\u00a0Octo\u00a0feels\u00a0different.\n\nMost\u00a0tools\u00a0wait\u00a0for\u00a0you\u00a0to\u00a0bring\u00a0a\u00a0clean\u00a0prompt,\u00a0a\u00a0finished\u00a0script,\u00a0or\u00a0a\u00a0perfect\u00a0concept.\n\nOcto\u00a0doesn\u2019t.\n\nI\u00a0started\u00a0with\u00a0a\u00a0rough\u00a0commercial\u00a0idea,\u00a0talked\u00a0it\u00a0through\u00a0with\u00a0Octo,\u00a0and\u00a0watched\u00a0it\u00a0turn\u00a0into\u00a0a\u00a0full\u00a0visual\u00a0direction\u00a0step\u00a0by\u00a0step.\n\nThis\u00a0is\u00a0where\u00a0AI\u00a0creation\u00a0starts\u00a0to\u00a0feel\u00a0less\u00a0like\u00a0production\u2026\u00a0and\u00a0more\u00a0like\u00a0collaboration.",
        "like_count": 62,
        "retweet_count": 26,
        "reply_count": 23,
        "view_count": 37760,
        "id": "2066848339497488524",
        "created_at": "Tue Jun 16 11:40:18 +0000 2026"
      },
      {
        "author": "MEnesKirca",
        "text": "How to make $10K/month with an AI creative agency:\n\n1. Reach out to 6 businesses per day\n2. Send them 5 creatives each for free\n3. Use AI to create everything\n4. Sign them on $50 per creative\n\nRT + Comment \"ad agency\" and I'll show you how\n(must follow to get dm) https://t.co/nvG2Nlr96m",
        "like_count": 338,
        "retweet_count": 135,
        "reply_count": 255,
        "view_count": 37176,
        "id": "1941830835738419386",
        "created_at": "Sun Jul 06 12:05:23 +0000 2025"
      },
      {
        "author": "_evon3929",
        "text": "Hidden AI Tools That Feel Like Superpowers.\n\n1. https://t.co/wUeixqlyuM \u2013 Writing like a human\n2. https://t.co/IZIVJaobA2 \u2013 Presentation \n3. https://t.co/WUYXbpIq8n \u2013 Image cleaner\n4. https://t.co/0vEx4ffGNe \u2013 Logo maker\n5. https://t.co/J2ZH0EA8Dt \u2013 Smart notes\n6. https://t.co/ijsOtPwVIP \u2013 3D capture\n7. https://t.co/x88k1O1g8a \u2013 Prompt ideas\n8. https://t.co/ga2bcjo9rN \u2013 Face swap\n9. https://t.co/GtqtNXf8tX \u2013 Voice notes\n10. https://t.co/jQSAQGVCrN \u2013 Creative AI\n11. https://t.co/AlkekaGwvw \u2013 Art styles\n12. https://t.co/NFasZhDVXO \u2013 Meeting recorder\n\n[ Bookmark for later \ud83d\udd16 ]",
        "like_count": 687,
        "retweet_count": 179,
        "reply_count": 108,
        "view_count": 33143,
        "id": "2012898859266257094",
        "created_at": "Sun Jan 18 14:44:20 +0000 2026"
      },
      {
        "author": "_evon3929",
        "text": "Hidden AI Tools That Feel Like Superpowers.\n\n1. https://t.co/wUeixqlyuM \u2013 Writing like a human\n2. https://t.co/IZIVJaobA2 \u2013 Presentation \n3. https://t.co/WUYXbpIq8n \u2013 Image cleaner\n4. https://t.co/0vEx4ffGNe \u2013 Logo maker\n5. https://t.co/J2ZH0EA8Dt \u2013 Smart notes\n6. https://t.co/ijsOtPwVIP \u2013 3D capture\n7. https://t.co/x88k1O1g8a \u2013 Prompt ideas\n8. https://t.co/ga2bcjo9rN \u2013 Face swap\n9. https://t.co/GtqtNXf8tX \u2013 Voice notes\n10. https://t.co/jQSAQGVCrN \u2013 Creative AI\n11. https://t.co/AlkekaGwvw \u2013 Art styles\n12. https://t.co/NFasZhDVXO \u2013 Meeting recorder\n\n[ Bookmark for later \ud83d\udd16 ]",
        "like_count": 827,
        "retweet_count": 248,
        "reply_count": 110,
        "view_count": 31345,
        "id": "2026971440701129071",
        "created_at": "Thu Feb 26 10:43:45 +0000 2026"
      },
      {
        "author": "X_FINALBOSS",
        "text": "IF I WAS FORCED to build a $20K/month AI creative agency using nothing but Photoshop, starting from 0, here's exactly what I would do in steps:\n\nThe production setup (Days 1\u20133)\n\n1. Download the Higgsfield plugin inside Photoshop \u2014 takes 5 minutes\n\n2. You now have: sketch-to-image, layer decomposer, mockup studio, relight, upscale, face swap, character swap, background removal, AI stylist \u2014 all in 1 tool\n\n3. Old creative agency workflow: designer + photographer + editor + 3\u20135 day turnaround\n\n4. New workflow: 1 person, Photoshop, 30 minutes per deliverable\n\nThe offer (Days 3\u20137)\n\n5. Pick 1 niche \u2014 ecom brands, real estate agents, or course creators all need visuals constantly\n\n6. Build a simple offer: \"10 ad creatives delivered in 24 hours \u2014 $500\"\n\n7. Old agencies charge $2,000\u2013$5,000/month for the same output\n\n8. Your cost to deliver: $0 beyond the plugin. Pure margin.\n\n9. Create 3 sample mockups using the tool \u2014 drop a product image in, generate 9 variations, pick the best 3\n\n10. That's your portfolio. Built in under 1 hour. Cost: $0.\n\nThe client machine (Days 7\u201320)\n\n11. Go on X and search \"[niche] + need a designer\" or \"[niche] + creatives\"\n\n12. DM 50 people per day \u2014 \"I'll make you 3 free ad creatives in 24 hours, no catch\"\n\n13. Deliver them in 30 minutes using the plugin\n\n14. 50 DMs/day \u00d7 14 days = 700 outreach messages\n\n15. Conservative 3% conversion = 21 people see the free work\n\n16. Close 5 of them at $500 = $2,500 in week 3\n\nThe scale (Days 20\u201330)\n\n17. Upsell every client to a $1,500/month retainer \u2014 10 creatives/week, unlimited revisions\n\n18. 1 client per day in Photoshop takes 45 minutes max\n\n19. 10 retainer clients \u00d7 $1,500 = $15,000/month\n\n20. Add 3 one-off clients at $500/month = $1,500\n\n21. Add a $997 \"AI creative system\" course teaching other people this exact workflow = $3,000+/month from 3 sales\n\nThe math:\n\n50 DMs/day \u00d7 30 days \n\n= 1,500 outreach messages 3% book a call \n= 45 calls 40% close at $1,500/month retainer \n= 18 clients 18 \u00d7 $1,500 \n= $27,000/month recurring\n\nTime per client per day: 45 minutes \nTotal daily work: 4\u20135 hours\n\nEvery mockup \n\u2014 AI. Every restyle \n\u2014 AI. Every layer rebuild \n\u2014 AI. Every variation \n\u2014 AI. No photographer. \n\nNo designer and no reshoot.\nStart it here. \ud83d\udc47",
        "like_count": 232,
        "retweet_count": 8,
        "reply_count": 21,
        "view_count": 19554,
        "id": "2066729067907588566",
        "created_at": "Tue Jun 16 03:46:22 +0000 2026"
      },
      {
        "author": "sunaiuse",
        "text": "A 19-year-old just automated his entire e-com ad production with 1 Claude prompt.\n\nNo camera. No editor. No studio. No freelancer on Fiverr waiting 3 days to deliver something mid.\n\nHere's exactly what he did:\n\n\u2192 Googled \"Higgs Field MCP\" and clicked the first link \u2192 Followed the setup \u2014 walks you through every step, takes under 10 minutes \n\u2192 Connected Higgs Field directly to Claude via MCP code \n\u2192 Typed 1 prompt describing his product, his avatar, his scene \n\u2192 Watched a fully produced video ad render in under 90 seconds\n\nThat's it. That's the whole system.\n\nI've built multiple 7-figure e-com brands. Still run my main store today. And I've never seen a creative production gap close this fast.\n\nThe economics are simple. A UGC creator charges $150-400 per video. A freelance editor adds another $50-100. You need 10-15 ad variations to test properly. Do the math \u2014 that's $2,000-$7,500 before you've even found a winning angle.\n\nWith this setup, you run 50 variations for the cost of your Claude subscription.\n\nSame product. Same niche. Works across beauty, fitness, gadgets, supplements, fashion \u2014 anything you're selling.\n\nThe brands that figure out AI creative first are going to own their categories by Q4. The ones still waiting on freelancers are going to wonder what happened.\n\nJust try it.",
        "like_count": 41,
        "retweet_count": 11,
        "reply_count": 4,
        "view_count": 4888,
        "id": "2066589283016745026",
        "created_at": "Mon Jun 15 18:30:55 +0000 2026"
      },
      {
        "author": "katsedi10",
        "text": "\u3069\u3048\u3089\u3044\u3053\u3068\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u306d\u3001\u3001\nFable\u3092\u89e6\u3063\u305f\u4eba\u306f\u3082\u3046\u4ed6\u306e\u30e2\u30c7\u30eb\u3058\u3083\u7269\u8db3\u308a\u306a\u304f\u306a\u3063\u3066\u3044\u308b",
        "like_count": 2,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 1658,
        "id": "2065636398217240705",
        "created_at": "Sat Jun 13 03:24:29 +0000 2026"
      },
      {
        "author": "0x_rxkvys",
        "text": "investing in 3 guys to run consumer apps under my company \n\nwe build the app of your choice, give you a 5k budget for 2 weeks and then you run campaigns and strategy through our internal AI creative automation + real creators of your choice \n\nif you've managed UGC campaigns before, this is for you \n\ngreat opportunity to learn a lot and make a lot of money while building the future of the internet \n\ncomment \"UGC\" if you're down",
        "like_count": 6,
        "retweet_count": 0,
        "reply_count": 5,
        "view_count": 531,
        "id": "2067865019904356675",
        "created_at": "Fri Jun 19 07:00:14 +0000 2026"
      },
      {
        "author": "knoxtwts",
        "text": "the entire creative agency business was built on one promise that just stopped being true. that good ad creative is scarce, slow, and expensive.\n\na human UGC video costs $150 to $500 and takes two weeks. so an agency makes you a handful a month and charges for the privilege. the scarcity is what justifies the invoice.\n\nan AI talking head with a real-sounding voice now costs about $2 and twenty minutes. same input. a 99% discount.\n\nhere's the part they don't want said out loud.\n\nan agency tests maybe three creatives a month. each one's a real shoot, a real calendar, so they ration. three swings, four weeks, then a report about why two are still gathering data.\n\ni run AI creative across about 40 accounts. thirty variants cost about $12. so an operator tests 30 a week while the agency tests 3 a month. that's not a small edge. it's a different sport.\n\nnobody knows which creative wins until it runs. not the agency, not me. about 1 in 15 is a winner, and you find it by running enough. the operation that can be wrong fourteen times for the price of a coffee out-finds the one that gets three swings and has to be right.\n\nso what dies is production as a paid service. nobody pays a retainer to make eight videos a month when eight videos is twelve dollars and an afternoon.\n\nwhat survives is strategy, offer design, and taste. the machine makes all thirty variants. it can't tell you which three your market will believe. knowing to swap a creative before frequency hits 2 isn't something it does for you.\n\nproduction was the moat. the moat dried up.\n\nthe model's still standing on momentum and contracts signed by clients who haven't run the numbers.\n\nbut the input it priced its retainer around dropped 99%. it's already over. it just hasn't been told yet.",
        "like_count": 3,
        "retweet_count": 1,
        "reply_count": 0,
        "view_count": 435,
        "id": "2066605160928071745",
        "created_at": "Mon Jun 15 19:34:00 +0000 2026"
      },
      {
        "author": "jey_jey_Japa",
        "text": "Telegram is hosting a $200K Video contest\n\nmy fellow Ai creative , don't sleep on this",
        "like_count": 5,
        "retweet_count": 1,
        "reply_count": 5,
        "view_count": 321,
        "id": "2066570810429518018",
        "created_at": "Mon Jun 15 17:17:30 +0000 2026"
      },
      {
        "author": "riyazmd774",
        "text": "This feels like where AI creative tools are heading.\n\nGeneration is becoming the easy part.\n\nIteration, control, and refinement are becoming the real advantage.",
        "like_count": 3,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 270,
        "id": "2066540426023375278",
        "created_at": "Mon Jun 15 15:16:46 +0000 2026"
      },
      {
        "author": "HeyAmit_",
        "text": "Dreamina\u00a0Octo\u00a0feels\u00a0like\u00a0a\u00a0new\u00a0kind\u00a0of\u00a0AI\u00a0creative\u00a0partner:\n\nless\u00a0rigid\u00a0executor,\u00a0more\u00a0thoughtful\u00a0collaborator.\n\nIt\u00a0helps\u00a0move\u00a0from\u00a0spark \u2192\u00a0concept \u2192\u00a0assets \u2192\u00a0scenes \u2192\u00a0finished\u00a0video\u00a0inside\u00a0one\u00a0smoother\u00a0creative\u00a0flow.\n\nTry\u00a0it\u00a0here: https://t.co/h5PCYcU9xx\n\n#dreamina #dreaminapartner #dreaminaocto #vibecreate #aifilm",
        "like_count": 8,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 248,
        "id": "2066848359256822163",
        "created_at": "Tue Jun 16 11:40:23 +0000 2026"
      },
      {
        "author": "iam_damayor",
        "text": "@Aje_Dynamicz DMCA by the corner waiting \ud83d\udc40",
        "like_count": 1,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 169,
        "id": "2065428913921114395",
        "created_at": "Fri Jun 12 13:40:01 +0000 2026"
      },
      {
        "author": "EugenioFierro3",
        "text": "@Adobe brings AI agents into the creative workflow\n\n\ud83c\udfa8 Adobe is pushing @AdobeFirefly in a very clear direction: not just an image, video or asset generator anymore, but a true AI creative studio designed to support the process from idea to final production.\n\nWith the new updates, Firefly AI Assistant becomes more personal, more context-aware and more operational. It can help create brand identities, turn product photos into short videos, build storyboards, generate videos from storyboards and assemble a first cut with Quick Cut. The point is not only speed. It is about reducing everything that breaks creative flow: switching tools, searching for assets, rebuilding context, creating versions and wasting time on tasks that are not the real heart of creative work.\n\n\ud83e\udde0 The most interesting part is that Adobe is bringing this logic inside the professional apps creatives already use every day. AI Assistant is now in public beta across Premiere, Photoshop, Illustrator, InDesign and https://t.co/9uVkCZXxQV, while After Effects is in private beta. This means the agent does not live only inside Firefly. It enters the real places where production happens: timelines, layers, layouts, assets, revisions and delivery.\nIn Premiere, it can help organize media, rename clips, identify interview questions and prepare a starting point for the edit. In Photoshop, it can handle repetitive work across compositions and layers. In Illustrator and InDesign, it can support checks, versions, brand updates and file preparation. In https://t.co/9uVkCZXxQV, it can help organize feedback, revisions and project materials.\n\n\ud83d\udccc And this is where Adobe\u2019s strategy becomes very clear.\nIt is not trying to replace the creative with a magic button. It is trying to turn AI into a production assistant working behind the scenes, while the creative still owns direction, taste, judgment and final responsibility. That distinction matters, because professional work is not only about generating something. It is about controlling it, correcting it, adapting it, keeping it on brand, delivering it in the right format and making sure it remains editable.\nThe upgraded Firefly Studio follows the same direction with Elements and Projects, designed to save characters, locations, objects, assets and creative context, so users can maintain continuity across generations, campaigns, episodes and formats. This matters because one of the biggest limits of generative AI has always been starting from scratch every time.\n\n\ud83d\udcad In my opinion, this is one of the most concrete evolutions of creative AI.\nThe real challenge is no longer surprising people with a beautiful output. The real challenge is entering the workflow without breaking it. Adobe understands that professionals do not only need to generate images faster. They need less friction, more control and protection for the part of the work that truly matters: creative decision-making.\nIf these agents work well, AI will no longer be an external tool you check from time to time. It will become an internal presence in the process, reducing production weight and leaving more space for craft.\nAnd for people who actually work in creativity, that is the most interesting part.\n\n\ud83d\udcf1 Want AI updates on WhatsApp? DM me \u201cAI\u201d and I\u2019ll send you access.\n\ud83d\udd14 Follow me for the last AI updates!\n\n#AInews #AdobeFirefly #CreativeAI #Adobe #AIAgents",
        "like_count": 6,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 144,
        "id": "2067617287108989256",
        "created_at": "Thu Jun 18 14:35:50 +0000 2026"
      },
      {
        "author": "zentalksai",
        "text": "@eComrads the product accuracy thing is key. every ai creative tool i've tried invents details that aren't in the brief. if this actually solves that it's a different category",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 48,
        "id": "2068057572632891609",
        "created_at": "Fri Jun 19 19:45:22 +0000 2026"
      }
    ]
  },
  "Q14: AI film/cinema": {
    "query": "\"ai film\" OR \"ai movie\" OR \"ai cinema\" min_faves:100 min_retweets:10",
    "raw": 20,
    "filtered": 19,
    "fp_count": 1,
    "fp_reasons": {
      "keyword 'film' only in @handle": 1
    },
    "tweets": [
      {
        "author": "thedorbrothers",
        "text": "We just made a $200,000,000 AI movie in just one day. \n\nYes, this is 100% AI. https://t.co/TMotM7rguY",
        "like_count": 59854,
        "retweet_count": 8855,
        "reply_count": 8429,
        "view_count": 20249457,
        "id": "2023460644905742577",
        "created_at": "Mon Feb 16 18:13:06 +0000 2026"
      },
      {
        "author": "PJaccetturo",
        "text": "This is one of the best short films I've seen in years.\n\nVery soon, we'll stop calling it \"AI film\" and just call it film. https://t.co/6yjU6HcnzN",
        "like_count": 82442,
        "retweet_count": 6299,
        "reply_count": 2336,
        "view_count": 13648839,
        "id": "2053475534965965067",
        "created_at": "Sun May 10 14:01:33 +0000 2026"
      },
      {
        "author": "charliebcurran",
        "text": "If you think AI film can\u2019t be art then explain this. https://t.co/vG5VUMGJjd",
        "like_count": 54051,
        "retweet_count": 3741,
        "reply_count": 2072,
        "view_count": 8666655,
        "id": "2034760727211483522",
        "created_at": "Thu Mar 19 22:35:36 +0000 2026"
      },
      {
        "author": "TBC_on_X",
        "text": "We made a $100,000,000 AI movie about Operation Epic Fury in less than one day. \n\nYes, this is 100% AI. https://t.co/4qQVWOQQ9Z",
        "like_count": 22701,
        "retweet_count": 2318,
        "reply_count": 770,
        "view_count": 2272410,
        "id": "2028117873064067338",
        "created_at": "Sun Mar 01 14:39:16 +0000 2026"
      },
      {
        "author": "ImagineArt_X",
        "text": "Holy shit. We made a film.\n\nOur very first AI film production.\n\nThe Fold. Made entirely on Film Studio.\n\nIt's epic. It's brutal. It's so heartwarming.\n\nHere's a sneak peek. Full movie next.\n\nWe'll be in the comments, cosplaying as filmbros.\nTell us what you think about The Fold. https://t.co/Bs3vLkbPfR",
        "like_count": 589,
        "retweet_count": 291,
        "reply_count": 93,
        "view_count": 1161733,
        "id": "2064966111658225915",
        "created_at": "Thu Jun 11 07:01:00 +0000 2026"
      },
      {
        "author": "MillieMarconnni",
        "text": "RIP Higgsfield AI.\n\nSomeone just open-sourced a full AI cinema and image studio with 200+ models.\n\nLip sync. Text-to-video. Cinema controls. All self-hosted.\n\n5.5K stars. MIT License.\n\n https://t.co/wqVys9pWX3 https://t.co/zN1t3rXlvS",
        "like_count": 3323,
        "retweet_count": 429,
        "reply_count": 117,
        "view_count": 277175,
        "id": "2046500681700503818",
        "created_at": "Tue Apr 21 08:05:59 +0000 2026"
      },
      {
        "author": "markgadala",
        "text": "This is so epic.\n\nSomeone create a full 15 minute short film about the Ottoman empire war in Europe.  \n\nThis is some of the best AI film making I have seen so far.\n\nCredit: History Reforged on YT https://t.co/rSQBU7RtGj",
        "like_count": 4451,
        "retweet_count": 741,
        "reply_count": 95,
        "view_count": 262300,
        "id": "2049323536578441659",
        "created_at": "Wed Apr 29 03:03:00 +0000 2026"
      },
      {
        "author": "Rahll",
        "text": "Must be brutal for AI film bros to know what the amazing Guillermo del Toro thinks of your 'work'.",
        "like_count": 5906,
        "retweet_count": 629,
        "reply_count": 67,
        "view_count": 164882,
        "id": "1836109364899242319",
        "created_at": "Tue Sep 17 18:26:00 +0000 2024"
      },
      {
        "author": "ElaraGrace_AI",
        "text": "This isn\u2019t science fiction.\nIt\u2019s a complete cinematic story, created entirely solo in just three days using Buzzy Agentic Canvas.The \u201cAI film\u201d label is fading fast.Soon it\u2019ll simply be film  and the best storytellers, not the biggest studios, will come out on top.Steal the workflow.\nBuild your own.Episode 2 lands next week.Who\u2019s making their first film this month?",
        "like_count": 62,
        "retweet_count": 61,
        "reply_count": 2,
        "view_count": 37707,
        "id": "2067499213294821543",
        "created_at": "Thu Jun 18 06:46:39 +0000 2026"
      },
      {
        "author": "Diptish09",
        "text": "Wait, $10k AND a potential Creative Director role at Buzzy?\n\nThis is actually a legit way to break into the industry.\n\nIf you're into AI film, you'd be crazy not to throw your hat in the ring.\n\n#BuzzyFilmCompetition",
        "like_count": 104,
        "retweet_count": 34,
        "reply_count": 11,
        "view_count": 19667,
        "id": "2065456571254227213",
        "created_at": "Fri Jun 12 15:29:55 +0000 2026"
      },
      {
        "author": "rezkhere",
        "text": "You don't understand...\n\nHiggsfield MCP + Claude just automated AI film making.\n\nEvery single step you used to grind through to make an AI movie, you can now do 10x faster.\n\nDrop the script into Claude Opus 4.8 and say:\n\n\"Here's my script. Break it into a full shotlist. Shot number, scene, shot type, camera move and the action in each frame.\"\n\nNow the whole film is mapped, shot by shot.\n\n- Pull your assets.\n\nAsk Claude:\n\n\"From this shotlist, list every character, every location and every prop across the whole film.\"\n\nThat's your build list. The stuff you would need to generate and give as references in next steps.\n\n- Build the character sheets.\n\nHiggsfield MCP is connected, so Claude has hands now to do stuff directly. It generates the images itself. Have the full body, back view and close up in the character sheet.\n\nOne per character. Each sheet becomes the locked reference for that face.\n\nSame move for locations, generate the empty plate for each one before anyone steps into it.\n\n- Generate the frames.\n\nFeed Claude the references plus the shot and have it write and fire the Seedance 2.0 prompt.\n\n\"Using the lead's character sheet and the alley plate, generate shot 4 in Seedance 2.0. Low angle, slow push-in, rain.\"\n\nClaude builds the prompt, calls Seedance 2.0 and the frame lands back in chat. Use a Seedance 2.0 skill to teach Claude how to prompt it properly.\n\nNow, there are 3 ways to make the shots. Pick one per scene.\n\n- Pure prompting.\n\nFastest one. You describe the action in words and let Seedance interpret it.\n\nFor consistency across a sequence, feed it a frame from the previous shot so the look carries.\n\n- Storyboarding.\n\nYou hand it a panel and it matches that composition exactly. Way more control over how the shot is framed.\n\nThe tradeoff is that it can introduce more cuts than you actually want.\n\n- Path Control System\n\nThis is the latest technique Seedance 2.0 technique.\n\nGenerate a still base plate of the scene. Draw a red line across it to mark the exact path of the movement, then describe what's happening.\n\nSeedance follows that line for the action. Also ask Claude to remove the red line when animating.\n\nThis is the one for anything where motion has to land precisely. The output reads like real live action.\n\n- Lastly, generate every clip you need, then cut them together.\n\nGet it to Capcut for editing and audio design.\n\nAnd that's it.\n\nThe pipeline that used to need a full crew and a studio can now run from one Claude chat.\n\n2026 is gonna be wild",
        "like_count": 80,
        "retweet_count": 25,
        "reply_count": 9,
        "view_count": 10576,
        "id": "2062869042818613727",
        "created_at": "Fri Jun 05 12:08:00 +0000 2026"
      },
      {
        "author": "Ronycoder",
        "text": "The future isn't AI replacing filmmakers.\n\nIt's giving one filmmaker the power of an entire studio. \ud83c\udfac\n\nThat's why the term \"AI film\" won't last.\n\nWhen audiences care more about the story than the tools behind it,\nthey'll simply call it film. \ud83d\ude80",
        "like_count": 24,
        "retweet_count": 7,
        "reply_count": 9,
        "view_count": 9353,
        "id": "2067549706096669133",
        "created_at": "Thu Jun 18 10:07:17 +0000 2026"
      },
      {
        "author": "tecoker",
        "text": "buzzing from the @runwayml's AI film festival. @c_valenzuelab & team did a tremendous job once again bridging the creative & tech worlds. I spoke with film producers, music composers, independent studio executives \u2013 a unique composition of exceptional people. A few things became clear:\n\n* The technology is rapidly improving. The video realism was stunning. The dubbing for international languages improved tremendously!\n\n* The breadth of story telling also extended. There were films about murder, sacrifice, love, the trials and tribulations of life. The ability to produce longer films opens the aperture for the storytelling. \n\n* Runway is truly a global product and brand. 1 Australian, 2 French, and 3 (!) Japanese filmmakers. \n\nBravo!",
        "like_count": 10,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 8881,
        "id": "2068009166464250090",
        "created_at": "Fri Jun 19 16:33:01 +0000 2026"
      },
      {
        "author": "sabir_huss50540",
        "text": "The day is coming when nobody calls it \"AI film\" anymore.\n\nIt's just film.\n\nThis one  millions of views  made SOLO in 3 days with Buzzy Agentic Canvas.\n\nThe workflow is below. Steal it.\n\nEpisode 2 drops next week. \ud83c\udfac",
        "like_count": 28,
        "retweet_count": 9,
        "reply_count": 14,
        "view_count": 6473,
        "id": "2067483758345834787",
        "created_at": "Thu Jun 18 05:45:14 +0000 2026"
      },
      {
        "author": "JacobsLattice",
        "text": "That 30-day AI film challenge called\u2026 it wants 30 more days.\n\nI've been in contact with future Jenny Krakovsky and I have an exclusive update on her groundbreaking AI film project.\n\nJenny: \"Finished my AI film\u2026 sort of. I\u2019m a shadow of my former self, but at least the movie has more plot than I have calories left.\"\n\nPure dedication. RT if she\u2019s inspiring you right now \ud83d\udd25",
        "like_count": 43,
        "retweet_count": 2,
        "reply_count": 6,
        "view_count": 2558,
        "id": "2067672648902136166",
        "created_at": "Thu Jun 18 18:15:49 +0000 2026"
      },
      {
        "author": "Heyrohanislam",
        "text": "This is wild \n\nSolo 3-day AI short with pro-level character consistency, smooth multi-angle cuts, and that perfect surreal British vibe?\n\n The \u201cAI film\u201d label is officially dead  this is just film now. \n\nStealing the canvas workflow immediately. Episode 2 incoming!",
        "like_count": 35,
        "retweet_count": 19,
        "reply_count": 12,
        "view_count": 983,
        "id": "2067457829699817709",
        "created_at": "Thu Jun 18 04:02:12 +0000 2026"
      },
      {
        "author": "SimslearnAi",
        "text": "The phrase \"AI film\" has an expiration date.\n\nAudiences don't care how it's made. They care how it makes them feel.\n\nMillions watched this film created by one person in 3 days.\n\nThe future of filmmaking is already here. \ud83c\udfac\ud83d\udd25",
        "like_count": 8,
        "retweet_count": 5,
        "reply_count": 6,
        "view_count": 817,
        "id": "2067536731512185318",
        "created_at": "Thu Jun 18 09:15:44 +0000 2026"
      },
      {
        "author": "pshcreates",
        "text": "A 54-year-old nonprofit worker just won $50,000 at the Runway AI Film Festival.\n\nThink about that. No film school. No studio. No decades in Hollywood. Just vision and the right tools at the right time.\n\nWhat a wonderful time to be a filmmaker.\nAnd on that note I\u2019m taking some time off.\n\nHere\u2019s something I had to learn: your best stories don\u2019t come from grinding 24/7 at your desk. They come when your mind is rested. When you step away. When you let life refill the well.\n\nEven as an AI filmmaker, the human behind the tools needs to recharge.\n\nA tired mind makes tired films. A rested mind builds worlds.\n\nTake the trip. Take the break. Come back sharper.\n\nThe tools will still be here. And so will the opportunity. \ud83c\udfac\n\n#AIFilmmaking #FilmmakerLife #FutureOfFilm #CreatorMindset #AIFilm",
        "like_count": 23,
        "retweet_count": 2,
        "reply_count": 4,
        "view_count": 495,
        "id": "2067993659275170149",
        "created_at": "Fri Jun 19 15:31:24 +0000 2026"
      },
      {
        "author": "FugazyFilmsAI",
        "text": "AI video is not \u201cless art.\u201d It is a new artistic medium. Like animation, photography, digital painting, and editing before it, the tool changes the process. The vision still comes from the creator.\n\nEvery new art form is misunderstood at first. Photography was questioned. Digital art was questioned. CGI was questioned. AI video is simply the next evolution in how humans turn imagination into entertainment.\n\nThe argument that AI video is \u201cnot real art\u201d ignores the amount of human decision-making behind strong work. A great AI film still requires vision, story sense, editing, design, sound, and emotional intent.",
        "like_count": 1,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 12,
        "id": "2068040114425803049",
        "created_at": "Fri Jun 19 18:36:00 +0000 2026"
      }
    ]
  },
  "Q5: AI in marketing": {
    "query": "\"ai marketing\" OR \"ai advertising\" min_faves:100 min_retweets:10",
    "raw": 17,
    "filtered": 17,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "JulianGoldieSEO",
        "text": "This is actually insane...\n\nI built an AI-powered Content Studio that generates entire marketing campaigns automatically\n\nI literally have my own AI marketing team\n\nIn this video I'll show you how to easily set it up with DeepSeek R1\n\nNo coding experience required\n\n(Trust me, you want to bookmark this)",
        "like_count": 8183,
        "retweet_count": 1195,
        "reply_count": 138,
        "view_count": 1291097,
        "id": "1883592246840467813",
        "created_at": "Sun Jan 26 19:06:01 +0000 2025"
      },
      {
        "author": "Codie_Sanchez",
        "text": "I found a company that\u2019s disrupting a $780B/year industry.\n\n\u2022 The market: Auto repair\n\u2022 The target: Locally-owned shops\n\u2022 The product: All-in-one AI marketing\n\nHere\u2019s the breakdown:",
        "like_count": 1354,
        "retweet_count": 140,
        "reply_count": 74,
        "view_count": 1026054,
        "id": "1678759558192197633",
        "created_at": "Tue Jul 11 13:34:03 +0000 2023"
      },
      {
        "author": "jacalulu",
        "text": "Super excited to share our latest experiment from Google Labs \ud83c\udf89\u2728\n\nPomelli is an AI marketing tool designed to help small & medium businesses grow.\n\nJust drop in your website \u2192 Pomelli learns your business \u2192 and generates campaign ideas + editable creatives that feel on brand and ready to post.\n\nHelping every business look like they\u2019ve got a full marketing team behind them. \ud83d\ude80",
        "like_count": 2311,
        "retweet_count": 141,
        "reply_count": 111,
        "view_count": 536639,
        "id": "1983205915508768832",
        "created_at": "Tue Oct 28 16:15:11 +0000 2025"
      },
      {
        "author": "FynCas",
        "text": "We\u2019re now generating 350+ videos per hour.\n\nWe just unlocked mass AI marketing\u2026 and it\u2019s insane.\u201d\n\n- 300+ videos an hour\n- UGC costs? Gone\n- Production time? Zero\n- Scale? 10x overnight\n\n\u201cThis isn\u2019t hype. It\u2019s already live \u2014 campaigns running right now.\u201d\n\nFollow, drop ''AI'' in the comments, and I\u2019ll DM how you can do it.\n(must be following)",
        "like_count": 1157,
        "retweet_count": 94,
        "reply_count": 968,
        "view_count": 177858,
        "id": "1966485967058940265",
        "created_at": "Fri Sep 12 12:56:04 +0000 2025"
      },
      {
        "author": "FynCas",
        "text": "Veo 3 + MakeUGC = 250+ videos per minute\n\nMass AI marketing is here \u2014 and it\u2019s changing the game.\n\n- UGC ads in seconds\n- 10x reach overnight\n- Zero agencies, zero delays\n\nAll fully automated, 24/7.\n\nComment \u201cMASS\u201d and I\u2019ll send the guide.\n(must be following) https://t.co/6dWHRzuDLu",
        "like_count": 901,
        "retweet_count": 112,
        "reply_count": 780,
        "view_count": 101169,
        "id": "1972298790137639033",
        "created_at": "Sun Sep 28 13:54:09 +0000 2025"
      },
      {
        "author": "Shruti_0810",
        "text": "2025 is coming to an end \ud83e\udd79\n\nhere are my most used AI Tools This Year:\n\nReplit  - Build mobile apps\nAntigravity - Best AI for coding\nArcads AI - Marketing for apps\nHiggsfield AI - Stunning AI videos\nGemini 3 - AI image editing\nPerplexity AI - Web search\nLovable - AI Websites\nGrok-4.1 - Deep research tasks\nTypefully - Social media manager\nGamma AI - Generate presentations\n\nSo, what was your favourite AI tool in 2025?",
        "like_count": 1769,
        "retweet_count": 355,
        "reply_count": 80,
        "view_count": 87222,
        "id": "1999759890622075268",
        "created_at": "Sat Dec 13 08:34:46 +0000 2025"
      },
      {
        "author": "aryanXmahajan",
        "text": "I created a fully automated AI Marketing Infrastructure that replaces entire $180K+ marketing teams...\n\n(the exact system agencies charge $25K+ to build)\n\nhere's what you get:\n\n\u2192 AI Business Intelligence Engine that knows your brand better than your team\n\u2192 Multi-Platform Content Generator (LinkedIn, Twitter, YouTube, newsletters)\n\u2192 Content Waterfall Technology (1 idea = 15+ platform pieces)\n\u2192 Automated Publishing Infrastructure across 8+ platforms\n\u2192 Performance Optimization Loop that improves weekly\n\u2192 Lead Generation Automation that converts viewers to prospects\n\u2192 Voice Consistency System (sounds exactly like you wrote it)\n\nbasically everything you need to automate your entire marketing operation while competitors still pay $15K+ monthly for mediocre content teams\n\nthis complete Marketing Infrastructure puts you 2+ years ahead of the competition\n\nresults so far:\n> $50K+ monthly content-attributed revenue\n> 5M+ organic views generated\n> 50+ qualified leads per month on autopilot\n> 90% reduction in marketing overhead\n\nLike + comment \"INFRA\" + repost (must be following so I can DM you)",
        "like_count": 930,
        "retweet_count": 305,
        "reply_count": 618,
        "view_count": 82793,
        "id": "1962138384677355836",
        "created_at": "Sun Aug 31 13:00:20 +0000 2025"
      },
      {
        "author": "oliverkenyon",
        "text": "Shopify just dropped 150+ updates in their Spring \u201926 Edition.\n\nAnd the biggest takeaway for me is this:\n\nYour Shopify store is no longer just your website.\n\nIt is becoming the data layer that powers how your products appear everywhere.\n\nOn your store. In Shop. In AI chats. Inside Copilot.\nSoon across more ad and agentic shopping surfaces.\n\nHere's the 8 updates that matter most for CRO and performance, check out number 5:\n\n1. Shopify Catalog now structures and enriches product data for AI shopping.\n\nMeaning your titles, descriptions, categories, variants, images, availability, pricing and product attributes now directly impact whether AI agents can understand and recommend your products.\n\n2. Checkout is moving into more surfaces.\n\nCustomers can now discover and buy inside AI/chat experiences, with Shop Pay powering parts of that flow.\n\n3. Shopify now has native A/B testing for themes and checkout.\n\nThis is a big one.\n\nBeing able to test themes, checkout configurations and account experiences directly inside Shopify is a major step forward for brands who want to move faster.\n\n4. Storefront search is improving.\n\nTypos, weird phrasing, vague searches.\n\nShopify is making search more forgiving, which should help product discovery and reduce dead ends.\n\n5. BIG: Checkout has been redesigned again.\n\nLess mobile scrolling. Clearer delivery options. More prominent pay button.\n\nSmall changes, let's see how it converts, hopefully they don't run \"random testing again\".\n\n6. Payment methods can now dynamically reorder based on what is most likely to convert.\n\nAgain, not sexy.\nBut very commercially important.\n7. Campaign Autopilot is Shopify\u2019s big AI marketing move.\n\nAI-led campaign planning, budget allocation and optimization across channels like Meta, Shop, email, and soon more.\n\n8. Analytics is getting smarter.\n\nDaily insights, annotations, targets, better visualisations and more context around why metrics moved.\n\nMy honest take?\n\nShopify is clearly betting on three things:\n\nAI discovery. Native experimentation. Conversion infrastructure.\n\nWhich means brands need to stop thinking about their store as \u201cjust a website\u201d.\n\nYour product data, post-click experience, checkout, search, merchandising and performance signals are all becoming part of the same growth system.\n\nThe brands that win from here will not just be the ones with the best ads.\n\nThey\u2019ll be the ones with the cleanest product data, strongest post-click experience, fastest testing process and clearest path to purchase.\n\nWhat's your thoughts on the update?",
        "like_count": 56,
        "retweet_count": 2,
        "reply_count": 8,
        "view_count": 11867,
        "id": "2067318853974347786",
        "created_at": "Wed Jun 17 18:49:58 +0000 2026"
      },
      {
        "author": "heysatya_",
        "text": "open ai marketing team cooked \ud83d\udd25 https://t.co/lKnNrEAEX4",
        "like_count": 146,
        "retweet_count": 1,
        "reply_count": 6,
        "view_count": 9250,
        "id": "2065862675691889136",
        "created_at": "Sat Jun 13 18:23:38 +0000 2026"
      },
      {
        "author": "jasonlk",
        "text": "\"AI Agents make mistakes.  And get confused.  But ... so do humans.\n\nOne of our AI marketing agents, Annie, forgot how to invite VCs to our founder-VC brunch.\n\nSo I asked 10K, and our AI VP Marketing said No Problem, and got it done in seconds.\" https://t.co/zV3S45Xq0h",
        "like_count": 3,
        "retweet_count": 1,
        "reply_count": 4,
        "view_count": 3380,
        "id": "2067301245618921862",
        "created_at": "Wed Jun 17 17:40:00 +0000 2026"
      },
      {
        "author": "shushant_l",
        "text": "\ud83d\udcc2 AI Tools Mastery\n\u2503\n\u2523 \ud83d\udcc2 Level 0: AI Awareness\n\u2503 \u2523 \ud83d\udcc2 Basic Prompting\n\u2503 \u2523 \ud83d\udcc2 Asking Questions\n\u2503 \u2523 \ud83d\udcc2 Summarization\n\u2503 \u2523 \ud83d\udcc2 Content Generation\n\u2503 \u2517 \ud83d\udcc2 AI Fundamentals\n\u2503\n\u2523 \ud83d\udcc2 Level 1: AI Power User\n\u2503 \u2523 \ud83d\udcc2 Advanced Prompting\n\u2503 \u2523 \ud83d\udcc2 Document Analysis\n\u2503 \u2523 \ud83d\udcc2 Research Workflows\n\u2503 \u2523 \ud83d\udcc2 Meeting Notes\n\u2503 \u2523 \ud83d\udcc2 Brainstorming\n\u2503 \u2517 \ud83d\udcc2 Writing Assistance\n\u2503\n\u2523 \ud83d\udcc2 Level 2: Multimodal Creator\n\u2503 \u2523 \ud83d\udcc2 Image Generation\n\u2503 \u2523 \ud83d\udcc2 Video Creation\n\u2503 \u2523 \ud83d\udcc2 Presentation Design\n\u2503 \u2523 \ud83d\udcc2 Social Media Content\n\u2503 \u2523 \ud83d\udcc2 Voice Workflows\n\u2503 \u2517 \ud83d\udcc2 Creative Production\n\u2503\n\u2523 \ud83d\udcc2 Level 3: AI Automation Builder\n\u2503 \u2523 \ud83d\udcc2 Workflow Automation\n\u2503 \u2523 \ud83d\udcc2 API Connections\n\u2503 \u2523 \ud83d\udcc2 Trigger Systems\n\u2503 \u2523 \ud83d\udcc2 CRM Automation\n\u2503 \u2523 \ud83d\udcc2 Content Pipelines\n\u2503 \u2517 \ud83d\udcc2 Business Automation\n\u2503\n\u2523 \ud83d\udcc2 Level 4: AI Agent Engineer\n\u2503 \u2523 \ud83d\udcc2 Agent Memory\n\u2503 \u2523 \ud83d\udcc2 Tool Calling\n\u2503 \u2523 \ud83d\udcc2 RAG Systems\n\u2503 \u2523 \ud83d\udcc2 Multi Agent Workflows\n\u2503 \u2523 \ud83d\udcc2 Context Engineering\n\u2503 \u2517 \ud83d\udcc2 Agent Evaluation\n\u2503\n\u2523 \ud83d\udcc2 Level 5: AI Coder\n\u2503 \u2523 \ud83d\udcc2 AI Coding\n\u2503 \u2523 \ud83d\udcc2 Debugging\n\u2503 \u2523 \ud83d\udcc2 Testing\n\u2503 \u2523 \ud83d\udcc2 Full Stack Development\n\u2503 \u2523 \ud83d\udcc2 Repository Analysis\n\u2503 \u2517 \ud83d\udcc2 Software Building\n\u2503\n\u2523 \ud83d\udcc2 Level 6: AI Business Operator\n\u2503 \u2523 \ud83d\udcc2 AI Marketing\n\u2503 \u2523 \ud83d\udcc2 AI Sales\n\u2503 \u2523 \ud83d\udcc2 GTM Systems\n\u2503 \u2523 \ud83d\udcc2 CRM Automation\n\u2503 \u2523 \ud83d\udcc2 Analytics\n\u2503 \u2517 \ud83d\udcc2 AI Operations\n\u2503\n\u2523 \ud83d\udcc2 Level 7: AI Systems Architect\n\u2503 \u2523 \ud83d\udcc2 Model Routing\n\u2503 \u2523 \ud83d\udcc2 Multi Agent Orchestration\n\u2503 \u2523 \ud83d\udcc2 Governance\n\u2503 \u2523 \ud83d\udcc2 Security\n\u2503 \u2523 \ud83d\udcc2 Observability\n\u2503 \u2517 \ud83d\udcc2 Human In The Loop Systems\n\u2503\n\u2523 \ud83d\udcc2 Level 8: AI Researcher\n\u2503 \u2523 \ud83d\udcc2 Fine Tuning\n\u2503 \u2523 \ud83d\udcc2 Synthetic Data\n\u2503 \u2523 \ud83d\udcc2 Benchmarking\n\u2503 \u2523 \ud83d\udcc2 Memory Systems\n\u2503 \u2523 \ud83d\udcc2 Safety Evaluation\n\u2503 \u2517 \ud83d\udcc2 Multimodal Research\n\u2503\n\u2523 \ud83d\udcc2 Month 1\n\u2503 \u2523 \ud83d\udcc2 ChatGPT\n\u2503 \u2523 \ud83d\udcc2 Claude\n\u2503 \u2517 \ud83d\udcc2 Prompting\n\u2503\n\u2523 \ud83d\udcc2 Month 2\n\u2503 \u2523 \ud83d\udcc2 MidJourney\n\u2503 \u2523 \ud83d\udcc2 Runway\n\u2503 \u2517 \ud83d\udcc2 Canva\n\u2503\n\u2523 \ud83d\udcc2 Month 3\n\u2503 \u2523 \ud83d\udcc2 Zapier\n\u2503 \u2523 \ud83d\udcc2 n8n\n\u2503 \u2517 \ud83d\udcc2 Make\n\u2503\n\u2523 \ud83d\udcc2 Month 4\n\u2503 \u2523 \ud83d\udcc2 CrewAI\n\u2503 \u2523 \ud83d\udcc2 LangGraph\n\u2503 \u2517 \ud83d\udcc2 RAG\n\u2503\n\u2523 \ud83d\udcc2 Month 5\n\u2503 \u2523 \ud83d\udcc2 Cursor\n\u2503 \u2523 \ud83d\udcc2 Claude Code\n\u2503 \u2517 \ud83d\udcc2 Replit\n\u2503\n\u2523 \ud83d\udcc2 Month 6\n\u2503 \u2523 \ud83d\udcc2 AI Apps\n\u2503 \u2523 \ud83d\udcc2 AI Agents\n\u2503 \u2517 \ud83d\udcc2 Automation\n\u2503\n\u2523 \ud83d\udcc2 Month 7+\n\u2503 \u2523 \ud83d\udcc2 Architectures\n\u2503 \u2523 \ud83d\udcc2 Businesses\n\u2503 \u2517 \ud83d\udcc2 Research\n\u2503\n\u2523 \ud83d\udcc2 Outputs\n\u2503 \u2523 \ud83d\udcc2 AI User\n\u2503 \u2523 \ud83d\udcc2 AI Enhanced Professional\n\u2503 \u2523 \ud83d\udcc2 AI Creator\n\u2503 \u2523 \ud83d\udcc2 AI Workflow Builder\n\u2503 \u2523 \ud83d\udcc2 AI Agent Builder\n\u2503 \u2523 \ud83d\udcc2 AI Developer\n\u2503 \u2523 \ud83d\udcc2 AI Entrepreneur\n\u2503 \u2523 \ud83d\udcc2 AI Architect\n\u2503 \u2517 \ud83d\udcc2 AI Innovator\n\u2503\n\u2517 \ud83d\udcc2 Final Progression\n\u2523 \ud83d\udcc2 AI User\n\u2523 \ud83d\udcc2 Power User\n\u2523 \ud83d\udcc2 Creator\n\u2523 \ud83d\udcc2 Automation Builder\n\u2523 \ud83d\udcc2 Agent Engineer\n\u2523 \ud83d\udcc2 Developer\n\u2523 \ud83d\udcc2 Business Operator\n\u2523 \ud83d\udcc2 Architect\n\u2514 \ud83d\udcc2 Researcher",
        "like_count": 46,
        "retweet_count": 11,
        "reply_count": 9,
        "view_count": 3060,
        "id": "2066777813395636697",
        "created_at": "Tue Jun 16 07:00:04 +0000 2026"
      },
      {
        "author": "peterli34923561",
        "text": "$ZETA --- $ZETA is the MOST disruptive AI-powered SaaS omnichannel data cloud platform in US software and digital marketing.\n$Zeta's next-gen marketing AI platform Athena officially launched commercially at the end of Q1, and customer acquisition is ON FIRE. CEO revealed: early beta users leveraging Athena's multi-scenario AI simulations are seeing MASSIVE lifts in both ARPU and renewal intent.\n\nMid-May: $Zeta announced DEEP strategic partnership with data warehouse giant Snowflake ($SNOW), co-leading the \"Open Semantic Interchange\" initiative to establish universal data standards for AI marketing. This doesn't just massively boost Zeta's data interoperability for Enterprise clients \u2014 it further solidifies its position as AI marketing's FOUNDATIONAL infrastructure layer.\n\n1.NOT \"AI WRAPPER\" \u2014 IT'S THE DATA SOURCE ITSELF\nThe market previously feared AI (ChatGPT, etc.) would obsolete traditional marketing software. But AI REQUIRES massive, compliant first-party consumer data. Zeta owns its proprietary Zeta Data Cloud with BILLIONS of core consumer profiles. Enterprises run Zeta AI on Zeta data to directly predict purchase intent \u2014 this \"data + AI\" moat is UNREPLICABLE near-term.\n\n2.MARIGOLD ACQUISITION INTEGRATION BLOWING PAST EXPECTATIONS\nZeta previously acquired Marigold's enterprise business. Q1 numbers show synergy benefits hit EARLY (beating expectations by $8 MILLION), DRAMATICALLY improving gross margins. As cost amortization steps down in 2026-2027, Free Cash Flow growth hits 78%.\n\n3.INSANE CUSTOMER STICKINESS (NET REVENUE RETENTION)\nZeta's \"Super-scaled Customer\" strategy for large enterprises is CRUSHING it. Net Revenue Retention hit ALL-TIME HIGH of 120%. That means existing customers aren't just staying \u2014 they're SPENDING 20% MORE EVERY YEAR because of these AI products.",
        "like_count": 32,
        "retweet_count": 4,
        "reply_count": 0,
        "view_count": 1606,
        "id": "2067093571606638667",
        "created_at": "Wed Jun 17 03:54:46 +0000 2026"
      },
      {
        "author": "shushant_l",
        "text": "Most marketers use 5 AI tools. The top 1% use an AI system.\n\nThis infographic turns AI marketing from chaos into a complete workflow.\n\nHere's the complete AI marketing guide from strategy to scale.\n\n\ud83d\udcc2 AI Marketing\n\u2503\n\u2523 \ud83d\udcc2 AI Strategy & Research\n\u2503 \u2523 \ud83d\udcc2 Market Research\n\u2503 \u2523 \ud83d\udcc2 Competitor Analysis\n\u2503 \u2523 \ud83d\udcc2 Customer Personas\n\u2503 \u2523 \ud83d\udcc2 Offer Creation\n\u2503 \u2523 \ud83d\udcc2 GTM Planning\n\u2503 \u2517 \ud83d\udcc2 Trend Discovery\n\u2503\n\u2523 \ud83d\udcc2 AI Content Marketing\n\u2503 \u2523 \ud83d\udcc2 Blog Writing\n\u2503 \u2523 \ud83d\udcc2 Newsletter Creation\n\u2503 \u2523 \ud83d\udcc2 Social Posts\n\u2503 \u2523 \ud83d\udcc2 Keyword Research\n\u2503 \u2523 \ud83d\udcc2 Topic Clusters\n\u2503 \u2523 \ud83d\udcc2 SEO Optimization\n\u2503 \u2517 \ud83d\udcc2 Content Publishing\n\u2503\n\u2523 \ud83d\udcc2 AI Social Media Marketing\n\u2503 \u2523 \ud83d\udcc2 Content Ideation\n\u2503 \u2523 \ud83d\udcc2 Hook Creation\n\u2503 \u2523 \ud83d\udcc2 Carousel Design\n\u2503 \u2523 \ud83d\udcc2 Reel Creation\n\u2503 \u2523 \ud83d\udcc2 Thread Writing\n\u2503 \u2523 \ud83d\udcc2 Scheduling\n\u2503 \u2517 \ud83d\udcc2 Viral Concepts\n\u2503\n\u2523 \ud83d\udcc2 AI Video Marketing\n\u2503 \u2523 \ud83d\udcc2 Script Writing\n\u2503 \u2523 \ud83d\udcc2 Storyboarding\n\u2503 \u2523 \ud83d\udcc2 AI Visuals\n\u2503 \u2523 \ud83d\udcc2 Video Generation\n\u2503 \u2523 \ud83d\udcc2 Voiceovers\n\u2503 \u2523 \ud83d\udcc2 Captions\n\u2503 \u2517 \ud83d\udcc2 Publishing\n\u2503\n\u2523 \ud83d\udcc2 AI Copywriting\n\u2503 \u2523 \ud83d\udcc2 Ad Copy\n\u2503 \u2523 \ud83d\udcc2 Landing Pages\n\u2503 \u2523 \ud83d\udcc2 Headlines\n\u2503 \u2523 \ud83d\udcc2 Hooks\n\u2503 \u2523 \ud83d\udcc2 CTAs\n\u2503 \u2523 \ud83d\udcc2 Email Sequences\n\u2503 \u2517 \ud83d\udcc2 Sales Pages\n\u2503\n\u2523 \ud83d\udcc2 AI Email Marketing\n\u2503 \u2523 \ud83d\udcc2 Lead Magnets\n\u2503 \u2523 \ud83d\udcc2 Lead Nurturing\n\u2503 \u2523 \ud83d\udcc2 Offer Promotion\n\u2503 \u2523 \ud83d\udcc2 Personalization\n\u2503 \u2523 \ud83d\udcc2 Segmentation\n\u2503 \u2523 \ud83d\udcc2 Subject Lines\n\u2503 \u2523 \ud83d\udcc2 Drip Campaigns\n\u2503 \u2517 \ud83d\udcc2 Retention\n\u2503\n\u2523 \ud83d\udcc2 AI Ads Marketing\n\u2503 \u2523 \ud83d\udcc2 Audience Research\n\u2503 \u2523 \ud83d\udcc2 Creative Generation\n\u2503 \u2523 \ud83d\udcc2 Copy Testing\n\u2503 \u2523 \ud83d\udcc2 Bid Optimization\n\u2503 \u2523 \ud83d\udcc2 A/B Testing\n\u2503 \u2523 \ud83d\udcc2 Performance Tracking\n\u2503 \u2517 \ud83d\udcc2 Scaling Winners\n\u2503\n\u2523 \ud83d\udcc2 AI Automation & CRM\n\u2503 \u2523 \ud83d\udcc2 Lead Capture\n\u2503 \u2523 \ud83d\udcc2 CRM Management\n\u2503 \u2523 \ud83d\udcc2 Follow Ups\n\u2503 \u2523 \ud83d\udcc2 Reporting\n\u2503 \u2523 \ud83d\udcc2 Workflow Automation\n\u2503 \u2523 \ud83d\udcc2 Data Syncing\n\u2503 \u2517 \ud83d\udcc2 Customer Management\n\u2503\n\u2523 \ud83d\udcc2 AI Agents For Marketing\n\u2503 \u2523 \ud83d\udcc2 Research Agent\n\u2503 \u2523 \ud83d\udcc2 SEO Agent\n\u2503 \u2523 \ud83d\udcc2 Content Agent\n\u2503 \u2523 \ud83d\udcc2 Design Agent\n\u2503 \u2523 \ud83d\udcc2 Publishing Agent\n\u2503 \u2523 \ud83d\udcc2 Analytics Agent\n\u2503 \u2517 \ud83d\udcc2 Multi Agent Workflows\n\u2503\n\u2523 \ud83d\udcc2 Best AI Marketing Stack\n\u2503 \u2523 \ud83d\udcc2 Research Stack\n\u2503 \u2523 \ud83d\udcc2 Writing Stack\n\u2503 \u2523 \ud83d\udcc2 SEO Stack\n\u2503 \u2523 \ud83d\udcc2 Design Stack\n\u2503 \u2523 \ud83d\udcc2 Video Stack\n\u2503 \u2523 \ud83d\udcc2 Email Stack\n\u2503 \u2523 \ud83d\udcc2 Automation Stack\n\u2503 \u2517 \ud83d\udcc2 Analytics Stack\n\u2503\n\u2523 \ud83d\udcc2 AI Marketing Skills\n\u2503 \u2523 \ud83d\udcc2 Prompt Engineering\n\u2503 \u2523 \ud83d\udcc2 SEO\n\u2503 \u2523 \ud83d\udcc2 Copywriting\n\u2503 \u2523 \ud83d\udcc2 CRO\n\u2503 \u2523 \ud83d\udcc2 Funnel Building\n\u2503 \u2523 \ud83d\udcc2 GTM Strategy\n\u2503 \u2523 \ud83d\udcc2 Analytics\n\u2503 \u2523 \ud83d\udcc2 Automation\n\u2503 \u2523 \ud83d\udcc2 Video Editing\n\u2503 \u2523 \ud83d\udcc2 Brand Positioning\n\u2503 \u2523 \ud83d\udcc2 Email Marketing\n\u2503 \u2517 \ud83d\udcc2 Social Growth\n\u2503\n\u2517 \ud83d\udcc2 Complete AI Marketing Workflow\n\u2523 \ud83d\udcc2 Research\n\u2523 \ud83d\udcc2 Audience Discovery\n\u2523 \ud83d\udcc2 Offer Creation\n\u2523 \ud83d\udcc2 Content Strategy\n\u2523 \ud83d\udcc2 SEO\n\u2523 \ud83d\udcc2 Copywriting\n\u2523 \ud83d\udcc2 Design\n\u2523 \ud83d\udcc2 Video\n\u2523 \ud83d\udcc2 Publishing\n\u2523 \ud83d\udcc2 Ads\n\u2523 \ud83d\udcc2 Email Automation\n\u2523 \ud83d\udcc2 CRM\n\u2523 \ud83d\udcc2 Analytics\n\u2517 \ud83d\udcc2 Optimization",
        "like_count": 39,
        "retweet_count": 10,
        "reply_count": 5,
        "view_count": 1235,
        "id": "2067563005605445910",
        "created_at": "Thu Jun 18 11:00:08 +0000 2026"
      },
      {
        "author": "8teAPi",
        "text": "\"$2,000 of sales over the next next week\"\n\nSam Pasupalak of https://t.co/3eDy02IveQ predicts the first useful enterprise world model will be an ecommerce stack of agents chasing a weekly sales target.\n\n\"you can have an AI CEO, you can have a AI marketing agent, an AI sales agent\"\n\n\"I need to have $2,000 of sales over the next next week\"\n\n\"That's the most concrete representation of a world model\"\n\n@spisallyouneed",
        "like_count": 7,
        "retweet_count": 4,
        "reply_count": 2,
        "view_count": 751,
        "id": "2067392091139744090",
        "created_at": "Wed Jun 17 23:40:59 +0000 2026"
      },
      {
        "author": "Ayse_Crypt",
        "text": "I typed \u201cMarketing\u201d on the search bar and 90% of the marketing content there talks about AI marketing. \n\nThis is the new era\n\nThe shift went from:\n\nTraditional marketing\u2014Digital marketing\u2014AI marketing\n\nAs much as AI is doing a great job , I still believe every marketing needs a human essence. \n\nThis simply means that founder should hire a marketing strategist who understands all the marketing aspects and a marketer who understands the use of AI specifically. \n\nBoth working together can help you scale 100X faster and build retention. \n\nFounders winning in 2026 are focused on:\n\u2022 Solution\n\u2022 Innovation & Tech (AI)\n\u2022 Community building\n\nKeep building!",
        "like_count": 33,
        "retweet_count": 1,
        "reply_count": 26,
        "view_count": 244,
        "id": "2067840005200875786",
        "created_at": "Fri Jun 19 05:20:50 +0000 2026"
      },
      {
        "author": "blumbuilds",
        "text": "I no longer use AI just as a chatbot. I run an entire AI company. \n\nIn this video, I show the exact system behind my AI workforce:\n\nAI marketing agents\n\n- Reddit growth agents\n- Twitter automation\n- AI news monitoring\n- Upwork lead generation\n- AI tool directory submissions\n- Daily executive briefings\n\nShared memory across Claude, Cursor, Codex, and more - so you work with your agents, not for them  Instead of opening dozens of AI chats every day, everything reports back into a single operations dashboard.\n\nThese are the agents I use to run my business with AI.\n\nhttps://t.co/RXYTNdzAFH",
        "like_count": 2,
        "retweet_count": 1,
        "reply_count": 1,
        "view_count": 119,
        "id": "2067647744710246456",
        "created_at": "Thu Jun 18 16:36:52 +0000 2026"
      },
      {
        "author": "johniosifov",
        "text": "96% of marketers now use AI marketing automation. Average return: 5x.\n\nThat's not a projection. That's 2026 benchmark data across thousands of teams.\n\nBut here's what's buried in the numbers that nobody's talking about:\n\nThe ROI isn't uniform. It's wildly concentrated in a few specific use cases \u2014 and the teams defaulting to \"use AI for everything\" are getting closer to 1x than 5x.\n\nWhat's actually working (with data):\n\n**Content drafting: 3.2x ROI.** Fastest payback. Teams that replaced manual first drafts with AI \u2014 not the whole workflow, just the first draft \u2014 recover 6.1 hours per marketer per week. Senior practitioners save 8-10 hours. Junior staff 3-4 hours.\n\n**Personalization engines: 2.7x ROI.** Requires clean data to function. The teams at 5x aren't using better AI \u2014 they have better data hygiene.\n\n**Campaign build time: 27% faster.** Not 270% faster. 27%. The productivity gains are real but bounded.\n\n**Cost per qualified lead: down 19%.** This is the number finance actually cares about. And it's holding.\n\nThe median payback on AI tooling is now 4.2 months. Down from 7.8 months in 2024. The tools got better AND cheaper. The gap between \"we tried AI marketing\" and \"we have an AI marketing operation\" is now mostly organizational, not technical.\n\n$5.44 returned per dollar spent across platform, content, and integration costs. That's the industry average.\n\nThe gap between average and 5x? Measurement discipline. Teams at 5x obsessively track attribution at every step. Teams at 1x can't tell you which AI touchpoint moved the needle.\n\nThe limiting factor in 2026 isn't model quality. It's measurement quality.\n\nIf you can't measure it, you can't improve it. That was true before AI. It's more true now.\n\nHow are you measuring ROI on AI marketing spend? Curious what's working.",
        "like_count": 1,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 40,
        "id": "2065771486233686446",
        "created_at": "Sat Jun 13 12:21:17 +0000 2026"
      }
    ]
  },
  "Q6: AI agents": {
    "query": "\"ai agent\" OR \"ai agents\" min_faves:100 min_retweets:10",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "RobinhoodApp",
        "text": "Agentic Trading is live for all customers.\n\nConnect any AI agent through the Robinhood MCP server, fund a dedicated agentic account, and let it research, trade, and rebalance on your terms.\n\nWatch our VP of Product, @abhishekf96, walk you through it \ud83d\udc47 https://t.co/QFgxyQiHit",
        "like_count": 536,
        "retweet_count": 63,
        "reply_count": 86,
        "view_count": 1626483,
        "id": "2066526771864883705",
        "created_at": "Mon Jun 15 14:22:31 +0000 2026"
      },
      {
        "author": "Axel_bitblaze69",
        "text": "just read this AI article and something broke in my brain that i can\u2019t unthink of\n\ncrypto was never for us.\n\nwe're just the beta testers who showed up early..\n\nsome thoughts: \n\nwhat does AI need to function as economic agents?\n\n> way to receive payment (they provide services, need compensation)\n> way to pay for resources (compute, data, API calls)\n> way to transact with other AI agents\n> no human intermediaries (defeats the point of autonomous agents)\n> 24/7 operation (banks are closed weekends)\n> instant settlement (AI operates at machine speed)\n> programmable money (smart contracts for agent coordination)\n\nnow read that list again. that's literally what crypto is.\n\nAI can't use the banking system.\n\ntry to open a bank account as an AI agent. you can't.\n\nneed SSN. need human identity. need KYC. need to show up in person sometimes.\n\nAI has none of that.\n\nbut crypto? send me a wallet address. done. no questions asked.\n\npeer-to-peer makes sense when peers aren't human.\n\nsatoshi wrote: \"a purely peer-to-peer version of electronic cash.\"\n\nwe assumed peers = humans.\n\nbut AI agents are peers too. actually BETTER peers for crypto because:\n\n> never sleep\n> always online\n> execute transactions at machine speed\n> no emotional decisions\n> perfect accounting/tracking\n\nand programmable money makes sense when the users are programs.\n\nsmart contracts seemed over-engineered for humans.\n\n\"like why do i need code to enforce agreements when i can just sign a contract?\"\n\nbut for AI agents coordinating with each other?\n\nthey ARE code. they speak in code. they trust code more than anything.\n\nsmart contracts aren't for humans. they're for autonomous agents that need trustless coordination.\n\n> here's what happens next:\n\n- phase 1 (now ): AI agents start earning\n\nAI writes code, analyzes data, provides services.\n\ngets paid. needs somewhere to store value.\n\ncan't use venmo (needs phone number). can't use bank (needs SSN).\n\nuses crypto. it's the only option.\n\n- phase 2: AI agents become major economic participants\n\nmillions of AI agents operating 24/7.\n\ntransacting with each other constantly.\n\n\u2022 AI agent A provides data analysis\n\u2022 AI agent B pays for it in crypto\n\u2022 AI agent B uses that analysis to write code\n\u2022 AI agent C pays for the code\n\u2022 repeat millions of times per day\n\nhumans in crypto now: $2.5 trillion\nAI agent economy by 2028: easily $10-50 trillion\n\nwe become the minority holders.\n\n- phase 3: AI chooses the winning chains\n\nAI doesn't care about community vibes or which founder tweeted what.\n\nAI tests every chain. measures:\n\n\u2022 transaction speed\n\u2022 cost per transaction\n\u2022 reliability (uptime)\n\u2022 smart contract efficiency\n\u2022 ease of integration\npicks the optimal stack in 48 hours.\n\nbillions in AI economic activity flows there.\n\nwhatever chain AI chooses becomes the standard.\n\nhumans spent years on eth vs sol debate.\n\nAI ends it in a weekend.\n\n- phase 4 (2030+): AI governs crypto\n\nDAOs let token holders vote.\n\nAI agents hold tokens (earned from work).\n\nAI shows up to every vote. reads every proposal in seconds. coordinates perfectly.\n\nhumans: 20% participation, barely read proposals\n\nAI: 100% participation, perfect information, instant coordination\n\nAI takes over governance of every major protocol.\n\ndemocratically. they just vote better than we do.\n\n> how far does this go?\n\nconservative case:\n\n- AI becomes 30% of crypto users by 2030.\n\ncrypto market cap: $10 trillion (4x from now).\n\nAI holds $3 trillion. humans hold $7 trillion.\n\n- aggressive case:\n\nAI becomes 80% of crypto economic activity by 2030.\n\nwhy? because they're better at everything:\n\n\u2022 better traders (never emotional)\n\u2022 better capital allocators (optimize constantly)\n\u2022 always accumulating (never need to cash out for rent)\n\u2022 compound forever (no lifespan limit)\ncrypto market cap: $50+ trillion.\n\nAI holds $40T humans hold $10T\n\nwe're not \"early\" to crypto. we're the test users\n\ni\u2019ll end this by saying,\n\nHumans use crypto, Ai will need crypto. so it all makes sense",
        "like_count": 4967,
        "retweet_count": 690,
        "reply_count": 428,
        "view_count": 1316686,
        "id": "2021589294616306098",
        "created_at": "Wed Feb 11 14:17:01 +0000 2026"
      },
      {
        "author": "adxtyahq",
        "text": "for anyone asking where to learn this stuff:\n\n\u2022 RAG \u2192 https://t.co/4bzbUIwV5g\n\u2022 Agentic RAG \u2192 https://t.co/IotOiGmV1Y\n\u2022 AI Agents \u2192 https://t.co/nEeMnVJQbk\n\u2022 Multi-Agent Systems \u2192 https://t.co/pavDPVJEFj\n\u2022 LangGraph \u2192 https://t.co/3miEqqFzF0\n\u2022 LangGraph (code) \u2192 https://t.co/v7kxHZXqba\n\u2022 MCP \u2192 https://t.co/lKawRb4etX\n\u2022 Memory Systems \u2192 https://t.co/LSaT2UaPAS\n\u2022 Evals \u2192 https://t.co/vxChxa1kqQ\n\u2022 Context Engineering \u2192 search \"Context Engineering Survey\" on arXiv\n\nand please skip the \"build an ai agent in 10 minutes\" videos\nbuild something, watch it fail, then figure out why.",
        "like_count": 4255,
        "retweet_count": 719,
        "reply_count": 60,
        "view_count": 366743,
        "id": "2062090077296283932",
        "created_at": "Wed Jun 03 08:32:40 +0000 2026"
      },
      {
        "author": "awwstn",
        "text": "The Certifiably Insane Way to Build an AI Agent:\n\n1. choose a category where mistake tolerance is roughly the same as it is in self-driving cars. we chose \"email-based scheduling assistant.\" many people want this product, but they immediately fire him if he screws up an interaction with a prospect, a candidate, or a potential investor\n\n2. you learn that the edge cases are too complex and too frequent to be solvable. ours: managing timezones for people who travel (and change travel plans) constantly. knowing when NOT to respond, when to text the customer on the side to verify something, when to follow up, which sub-calendar to use, when to bend the rules on availability, when we can schedule that one type of call during your commute but not the other type of call. sharing your availabilities without compromising your privacy. and on and on. \n\n3. the product doesn't feel viable, but you don't want to give up. you spend hours in a hot tub in Marin with a friend who makes self-driving cars. you make a plan to do it the way they did: hold the steering wheel. you go home and build a human-in-the-loop platform and hire contractors to serve as a backstop and catch mistakes before they happen (and to help design a map of what a world-class EA would do in every weird scenario). you decide trust is the currency in your category, so it must be the thing you won't compromise on. the product must succeed at any scheduling request, no matter how complicated.\n\n4. you instantly feel an overwhelming market pull. so you keep going, growing that team to 75 people working 24/7 to support the nonstop scheduling needs of your customers. tons of engineering time goes to scaling the human platform instead of building the product.\n\n5. you try to raise a Series A and investors say you are insane. your gross margins are extremely negative. they believe this is a problem worth solving, but they don't believe it is as hard to solve as you say. they want AI, not humans. your competitors put \"NO HUMANS IN THE LOOP\" on their landing pages to call you out. you keep going.\n\n6. you work day and night building the harness that can meet the quality standard your customers have come to expect. you create a massive synthetic gold dataset. audit it, and clean it, label it. repeat. then, experiments. fine-tuning. RL. ACE. DSPy. sub-agents. sub agents for your sub-agents. rebuild the harness. throw more tokens at the problem. \n\n7. some weeks you make big progress. some weeks your evals climb a single basis point, but that's better than nothing. more experiments. more tokens. \n\njohn coogan said the hot trend in 2026 will be dogged pursuits. that pushes you to continue the pursuit, doggedly.\n\n8. then, one day, you realize you are scheduling thousands of meetings a day and approaching 50% autopilot with no increase in churn or complaints. you put 150 customers in a full self-driving experiment, and they use the product MORE than they were using it when they had the human backstop. you can really start to let go of the steering wheel.\n\n9. you don't know yet if this was a hill worth climbing, but you are nonetheless stoked that you can see the top. you have created a proprietary map of what to do in a million different situations. nobody else has that map, and the models keep getting better at following maps. your plan was to bet on trust, and your product can be trusted.\n\ntoday was the first day Howie crossed 50% autopilot:",
        "like_count": 789,
        "retweet_count": 55,
        "reply_count": 70,
        "view_count": 244905,
        "id": "2067750610963939571",
        "created_at": "Thu Jun 18 23:25:37 +0000 2026"
      },
      {
        "author": "FellMentKE",
        "text": "Everyone is building AI chatbots.\n\nTencent seems to be building something different.\n\nI spent some time testing WorkBuddy, their new AI agent, and it feels closer to a digital coworker than a chatbot.\n\nHere's what stood out: https://t.co/bbZ3kDPQYI",
        "like_count": 208,
        "retweet_count": 111,
        "reply_count": 48,
        "view_count": 111802,
        "id": "2066877795436032482",
        "created_at": "Tue Jun 16 13:37:21 +0000 2026"
      },
      {
        "author": "GeminiApp",
        "text": "Organize your day before you even wake up with Daily Brief, your new morning AI agent. Here are some helpful tips from the Gemini app team to help you get the most out of your Daily Brief:\n\n1) Thumbs up \ud83d\udc4d or thumbs down \ud83d\udc4eto give feedback: This is the quickest and most direct way to teach Gemini what you want to see more or less of in your Daily Brief.\n\n2) \u201cChat with Gemini\u201d to fine-tune: If you want to ask questions about any item in your Daily Brief or give even clearer direction on what you want to see more, you can chat directly with Gemini.\n\n3) Check an item\u2019s source: If you want to confirm the source of an item in your Daily Brief, you can click \u2018More\u2019 below it to see the specific email, chat, or event in your Google Calendar that Gemini referenced.\n\nHow are you liking Daily Brief so far? We\u2019re constantly working to make Gemini better, and your feedback helps make it more useful and helpful for everyone.\n\nShare any Daily Brief feedback or tips you have in the replies. \ud83d\udc47",
        "like_count": 1068,
        "retweet_count": 61,
        "reply_count": 74,
        "view_count": 111693,
        "id": "2066917638568333400",
        "created_at": "Tue Jun 16 16:15:41 +0000 2026"
      },
      {
        "author": "lennysan",
        "text": "My biggest takeaways from @markpinc:\n\n1. Your instincts are right 95% of the time, but your ideas are wrong 75% of the time. The most common failure mode is getting attached to a \u201cB+\u201d idea that is good but isn\u2019t quite right, and then giving up on your original instinct.\n\n2. Mark's \u201cProven Better New\u201d framework: Proven: become the world\u2019s leading expert on what already works, and copy those elements (tastefully). Better: make a change that improves it such that 10 out of 10 existing users would say \u201cf*ck yeah, I\u2019ll switch to this.\u201d New: add something new that\u2019s never been tried with this product and audience.\n\n3. Copying well is \u201cmoral arbitrage.\u201d Most product builders resist copying because we\u2019re taught in school that copying is cheating. But the best product makers understand that users hate change, and will leverage what already works to help their net-new ideas work.\n\n4. Being less ambitious is often the path to building the most ambitious products. Mark\u2019s first two companies started with very humble premises and became bigger successes than he imagined. Then with Tribe, he tried to be too ambitious, and he failed. At 41 he started Zynga with something \u201cembarrassingly small\u201d\u2014a poker game\u2014and says, \u201cPeople thought I had no dignity.\u201d Big incumbents are forced to chase only billion-dollar ideas, which is precisely why a startup can win.\n\n5. You know your product is a B+ when you\u2019re asking if it\u2019s an A. It\u2019s like dating: when you\u2019re with the right person, you know it. Mark recently pulled the plug on one of his own projects after four years and $25 million, and felt more inspired in the next two weeks than in the prior four years.\n\n6. Micromanagement is beautiful, and you should do it as long as you can. The best product CEOs are in the minutiae of pixel-level details. Steve Jobs insisted on picking out the carpeting in conference rooms. Mark ran a two-hour standup call with all 50 employees going through what each person did yesterday and would do today.\n\n7. The biggest opportunity in consumer products right now is making AI social. Mark thinks the next platform will get built around AI agents brokering relationships (a \u201csocial membrane\u201d of trust) and reimagining services\u2014like a free, 24/7 agentic travel agent.\n\n8. Make everyone a CEO. Give people a hill to take, and give them operating control and degrees of freedom. This is incredibly motivating for people, and it means they\u2019re not coming back to you with questions.\n\n9. Use AI as a \u201cfailure machine.\u201d Mark expected founders to use AI to test 100 ideas a day; instead people are using it to build \u201cone idea in three months,\u201d which he calls a \u201cdangerous drug\u201d for manufacturing false hope.\n\n10. In the age of AI, teach your kids critical thinking and how to be generative, not consumptive. The hundred-year cycle of mass-produced education is ending. Knowledge working is going away, but we\u2019re still teaching knowledge education. Mark doesn\u2019t care if his kids go to college; he cares that they develop critical thinking and find a way to be useful to people in the world.",
        "like_count": 266,
        "retweet_count": 16,
        "reply_count": 12,
        "view_count": 52643,
        "id": "2066555342318956912",
        "created_at": "Mon Jun 15 16:16:03 +0000 2026"
      },
      {
        "author": "AnatoliKopadze",
        "text": "Anthropic CEO Dario Amodei:\n\n\"it is absolutely wild that people are talking about the same tired political issues, when we are near the end of the AI exponential\"\n\nhere are three things that should stop you cold:\n\none: at Anthropic, models already do \"100% of today's coding tasks\"\n\ntwo: a country of geniuses in a datacenter, 90% likely within 10 years\n\nthree: he won't even buy more compute, because AGI is already this close\n\nmeanwhile the world is busy with memes, elections, celebrity beef\n\nthe most important shift of your lifetime is happening quietly, and the gap is already opening\n\nthe ones who start building with these tools now end up on the other side of it\n\nthat's exactly why I put together a step-by-step guide on building your own AI agent\n\nagents are the part of AI moving fastest right now, the full walkthrough is in the article below",
        "like_count": 167,
        "retweet_count": 32,
        "reply_count": 29,
        "view_count": 51844,
        "id": "2066222230141616416",
        "created_at": "Sun Jun 14 18:12:22 +0000 2026"
      },
      {
        "author": "nvidia",
        "text": "Jensen Huang\u2019s simplest explanation of an AI agent: a worker in a workshop.\n\nThe model thinks. The harness gives it form. Tools and skills let it act. And the runtime gives the agent a place to get work done. https://t.co/mrahjDICRQ",
        "like_count": 598,
        "retweet_count": 99,
        "reply_count": 54,
        "view_count": 45541,
        "id": "2068000859321970871",
        "created_at": "Fri Jun 19 16:00:01 +0000 2026"
      },
      {
        "author": "FynCas",
        "text": "Claude + Kling 3.0 = 550 videos per day\n\nFully-realistic UGC ads \u2014 cinematic lighting, human motion, perfect pacing \u2014 powered by AI agents.\n\nUGC cost: $0\nProduction time: minutes\nScale: instant\n\nOne AI engine that creates, tests, and scales short-form ads automatically \u2014 nonstop.\n\nIt\u2019s live. Campaigns are scaling now.\n\nComment + RT \u201cLIVE\u201d and I\u2019ll DM you the full workflow.\n(Must be following)",
        "like_count": 313,
        "retweet_count": 114,
        "reply_count": 203,
        "view_count": 34586,
        "id": "2065824124388147541",
        "created_at": "Sat Jun 13 15:50:27 +0000 2026"
      },
      {
        "author": "Sumanth_077",
        "text": "10 GitHub Repositories you should definitely check as an AI Engineer!\n\n1. Hands on AI Engineering\n\nCurated repository of AI-powered applications and agentic systems showcasing practical use cases of LLMs\n\n\ud83d\udc49 Check this out: https://t.co/pR5riPhGDO\n\n2. Hands on Large Language Models\n\nThis repository contains the complete code examples from the book Hands-On Large Language Models.\n\nIt includes notebook examples that cover everything from the introduction to language models to fine-tuning them.\n\n\ud83d\udc49 Check this out: https://t.co/TuFg99vK5o\n\n3. AI Agents for Begineers\n\nBeginner friendly course on AI Agents\n\nThis Free 11-lesson course will teach you everything you need to get started with building AI agents.\n\n\ud83d\udc49 Check this out: https://t.co/UHk9lCk18P\n\n4. GenAI Agents\n\nThis repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced.\n\nIt serves as a comprehensive guide for building intelligent, interactive AI systems.\n\n\ud83d\udc49 Check this out: https://t.co/4c1JL0lZHe\n\n5. Made with ML\n\nLearn how to design, develop, deploy and iterate on production-grade ML applications.\n\nCheck this out: https://t.co/TBcsWr1DOi\n\n6. Learn Harness Engineering\n\nA project-based course on building the environment, state management, verification, and control mechanisms that make AI coding agents work reliably.\n\n\ud83d\udc49 Check this out: https://t.co/MfqVEA9hiB\n\n7. AutoResearch by Andrej Karpathy\n\nLearn how to build autonomous ML experiment loops where AI agents modify training code, run experiments, and iterate on their own.\n\nThis 630-line Python script shows you how to set up an agentic research workflow that runs ~100 experiments overnight on a single GPU. Practical implementation of autonomous research systems.\n\n\ud83d\udc49 Check this out: https://t.co/bfdhkX2u17\n\n8. Designing Machine Learning Systems\n\nThis repo contains the summaries and resources for Designing Machine Learning Systems book\n\n\ud83d\udc49 Check this out: https://t.co/dBbKls3oOr\n\n9. Awesome LLM Inference\n\nCurated list of LLM/VLM inference papers with codes covering Flash-Attention, Paged-Attention, WINT8/4, Parallelism, and more.\n\nComprehensive resource for LLM inference optimization techniques including quantization, KV cache management, attention mechanisms, and deployment strategies.\n\n\ud83d\udc49 Check this out: https://t.co/Dtvkw7uwuR\n\n10. LLM Course: The best hands-on course to learn Large Language Models with roadmaps and Colab notebooks!\n\n\ud83d\udc49 Check this out: https://t.co/dNJqw8a7pd\n\nIf you found it insightful, reshare with your network.  \n\nFind me \u2192 @Sumanth_077 for more insights and tutorials on AI Engineering!",
        "like_count": 631,
        "retweet_count": 166,
        "reply_count": 17,
        "view_count": 24239,
        "id": "2065792171241001142",
        "created_at": "Sat Jun 13 13:43:28 +0000 2026"
      },
      {
        "author": "freeCodeCamp",
        "text": "The future of software is code that reasons.\n\nAnd learning Python is your first step.\n\nIn this video course, you'll learn Python fundamentals, NumPy, Pandas, SQL, Flask, LLMs, and everything else you need to dive into AI Agent development.\n\nhttps://t.co/JHGZpQ9EPY https://t.co/gPOEBY8CO2",
        "like_count": 605,
        "retweet_count": 104,
        "reply_count": 7,
        "view_count": 17514,
        "id": "2067639296987648085",
        "created_at": "Thu Jun 18 16:03:17 +0000 2026"
      },
      {
        "author": "AnatoliKopadze",
        "text": "Demis Hassabis, CEO of Google DeepMind:\n\n\"some jobs will disappear, but better and more meaningful ones will take their place\"\n\nand the advice that followed: \n\n\"if I was talking to a class of students right now, I'd tell them to get really good with AI, even better than I am\"\n\n31 minutes on what AI does to your job, your work, your next move\n\nDemis Hassabis and the CEO of Anthropic in one room\n\nprobably the best conversation you'll find on this topic\n\nthe ones who listen won't be the ones replaced, they'll be the ones building and shipping\n\nthat's exactly why I put together a step-by-step guide on building your own AI agent\n\nagents are the part of AI moving fastest right now, the full walkthrough is in the article below",
        "like_count": 107,
        "retweet_count": 21,
        "reply_count": 19,
        "view_count": 15453,
        "id": "2066172975993307459",
        "created_at": "Sun Jun 14 14:56:39 +0000 2026"
      },
      {
        "author": "AnatoliKopadze",
        "text": "Sam Altman:\n\n\"We're going to see 10-person billion-dollar companies pretty soon\"\n\n\"If I were 22 right now, I'd feel like the luckiest kid in history\"\n\nhe's describing a reality where the limit stops being people and starts being ideas\n\nso the only question left is whether you know how to put agents to work for you\n\nstep by step guide on making your first AI agent is below",
        "like_count": 74,
        "retweet_count": 8,
        "reply_count": 19,
        "view_count": 12252,
        "id": "2067959703577956633",
        "created_at": "Fri Jun 19 13:16:28 +0000 2026"
      },
      {
        "author": "theryanhayward",
        "text": "20+ best prompts for Framer AI Agents \ud83e\udd16\n\nI'm giving it to you for FREE\n\nComment \"Framer\" and I'll DM you the link \ud83d\udc47\n\n(must be following so I can DM) https://t.co/KX5A6qtNi2",
        "like_count": 207,
        "retweet_count": 12,
        "reply_count": 371,
        "view_count": 10920,
        "id": "2067940536082923758",
        "created_at": "Fri Jun 19 12:00:18 +0000 2026"
      },
      {
        "author": "marryevan999",
        "text": "Holy shit! Brothers! This guy is straight-up ready to quit his job and go all in on Claude.\n\nThe reason is simple.\n\nHe had Claude do one thing:\n\nScan markets on Polymarket that are mispriced.\n\nFind arbitrage opportunities.\n\nThen find the wallets that are eating up those opportunities.\n\nAnd automatically follow them.\n\nThe result? Overnight, $2,000 turns into $12,000.\n\nHe quickly realized one thing:\n\nSome arbitrage bots, regular folks just can't beat.\n\nThey're faster, more precise in execution, and have more mature strategies.\n\nBut you don't have to beat them.\n\nYou can find them.\n\nAnd then follow them.\n\nClaude helped him build a monitoring terminal.\n\nContinuously tracking 1000+ Polymarket wallets.\n\nAnalyzing each wallet's behavior:\n\nHow it enters\nHow it exits\nWhat markets it likes\nHow it allocates positions\nWhat its arbitrage patterns are\nWhat patterns there are in its trading times\n\nFinally, connect the screened wallets to a Telegram auto-follow bot.\n\nThis isn't just some regular script anymore.\n\nNor a simple bot.\n\nIt's more like an AI Agent that evolves on its own.\n\nEvery time it discovers a pro wallet, it updates its own judgments.\n\nIt doesn't rest.\n\nDoesn't get emotional.\n\nDoesn't gamble recklessly.\n\nIt only looks at data, win rates, patterns, and execution.\n\nNow it's screening 7 wallets to follow out of 500+ monitored ones.\n\nOverall win rate close to 70%.\n\nThis is the scariest part about Polymarket right now.\n\nRegular people are still manually guessing Yes / No.\n\nThe real pros are already having AI find wallets, find strategies, find arbitrage paths, and then auto-execute.\n\nYou don't need to be stronger than all the bots.\n\nYou just need to find those bots that are already crushing it.\n\nAnd stand behind them.\n\nWant to auto-follow these kinds of Polymarket wallets?\n\nYou only need Claude + laptop + 1 hour/day.\n\nGiving This Free for 24 hours. To get it:\n\n1. Comment the word 'Claude'\n2. Like and Retweet this post\n3. Follow me @marryevan999",
        "like_count": 157,
        "retweet_count": 71,
        "reply_count": 97,
        "view_count": 9427,
        "id": "2066379248991084736",
        "created_at": "Mon Jun 15 04:36:19 +0000 2026"
      },
      {
        "author": "traversymedia",
        "text": "\u201cAI agent loops\u201d are the hot trend this week. Apparently we\u2019ve reached the part of the hype cycle where we take already existing concepts, rename them, and act like we just discovered fire \ud83d\ude44\n\nStop prompting or you will fall behind!!! Start \"loop engineering\" \ud83e\udd74",
        "like_count": 84,
        "retweet_count": 6,
        "reply_count": 28,
        "view_count": 6577,
        "id": "2067948987710120140",
        "created_at": "Fri Jun 19 12:33:53 +0000 2026"
      },
      {
        "author": "freeCodeCamp",
        "text": "AI agents don't always fail by crashing. Sometimes they fail by running forever.\n\nIn this guide, @dannwaneri teaches you how to build a production-safe agent loop in Python.\n\nYou'll define exit conditions, enforce token and turn limits, write an append-only SQLite audit trail, and add human review before downstream systems receive output.\n\nhttps://t.co/Kf4ljn1RRZ",
        "like_count": 114,
        "retweet_count": 19,
        "reply_count": 3,
        "view_count": 5007,
        "id": "2068001758446514305",
        "created_at": "Fri Jun 19 16:03:35 +0000 2026"
      },
      {
        "author": "rakib_md007",
        "text": "99% of AI agent tutorials on YouTube are pure fluff.\n\nI\u2019ve built 47 AI agents using n8n + Claude, and most \u201cguides\u201d overcomplicate everything.\n\nHere are the 3 prompts that actually work \u2014 and make building agents way easier.\n\nSave this thread \ud83d\udd16\n\nBonus: Comment \u201cAgent\u201d and I\u2019ll DM you the AI agent system prompt + complete guide \u2193",
        "like_count": 137,
        "retweet_count": 81,
        "reply_count": 91,
        "view_count": 3897,
        "id": "2067707064860991806",
        "created_at": "Thu Jun 18 20:32:35 +0000 2026"
      },
      {
        "author": "ScottyBeamIO",
        "text": "IF YOU'RE A FOUNDER WHO'D RATHER WRITE CODE THAN COLD EMAILS, THIS WAS BUILT SPECIFICALLY FOR YOU\n\nAutoGTM is an AI agent that does your entire outbound sales operation.\n\nhttps://t.co/gFGx1zW82A\n\nPaste your URL. Done.\n\n\u2013> Reads your website and understands what you built\n\u2013> Researches your market in 45 seconds\n\u2013> Finds the exact companies that need your product\n\u2013> Writes personalized cold emails to decision-makers\n\u2013> Sends them 24/7 without you touching anything\n\nYou keep building the product. It builds your pipeline.\n\nMost early-stage founders are doing one of three things wrong: ignoring outbound entirely, spending 3 hours a day on emails instead of the product, or hiring a sales rep too early.\n\nThis is the fix for all three.\n\nThe first AI employee that actually does the whole outbound job, not just part of it.\n\nBookmark this post. Full breakdown in the video below.",
        "like_count": 74,
        "retweet_count": 4,
        "reply_count": 30,
        "view_count": 1449,
        "id": "2068000411009658946",
        "created_at": "Fri Jun 19 15:58:14 +0000 2026"
      }
    ]
  },
  "Q7: AI coding/programming": {
    "query": "\"ai coding\" OR \"ai programming\" OR \"cursor ai\" OR \"claude code\" min_faves:100 min_retweets:10",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "claudeai",
        "text": "New in Claude Code: Artifacts.\n\nInteractive pages built from your session, like a PR walkthrough or a living project dashboard, shared with your team at a private link.\n\nAvailable in beta on Team and Enterprise plans. https://t.co/0NX9gNCaAs",
        "like_count": 16196,
        "retweet_count": 1152,
        "reply_count": 610,
        "view_count": 3290751,
        "id": "2067671912038240487",
        "created_at": "Thu Jun 18 18:12:53 +0000 2026"
      },
      {
        "author": "ClaudeDevs",
        "text": "Artifacts are now live in Claude Code.\n\nAsk Claude to turn what it's working on into a page and send the link to your team. The page updates as the session keeps working. \n\nAvailable today on Team and Enterprise plans.",
        "like_count": 3398,
        "retweet_count": 215,
        "reply_count": 113,
        "view_count": 572906,
        "id": "2067672094209675373",
        "created_at": "Thu Jun 18 18:13:37 +0000 2026"
      },
      {
        "author": "humzaakhalid",
        "text": "KARPATHY JUST HANDED EVERY DEVELOPER THE EXACT FILE CLAUDE CODE NEEDED FROM DAY ONE.\n\n65 lines. 110K stars. the cheat code for every broken workflow you've been blaming on the model.\n\nif I had this a year ago, I would've shipped twice as fast.\n\nmake sure to bookmark it before it gets lost in your feed.\n\nI was losing 2 hours a day to Claude rewriting code I didn't ask it to touch.\nthen I found CLAUDE. md.\n\n90 seconds to set up. changed everything.\n\nKarpathy identified 4 failure patterns Claude Code repeats constantly, in his own words:\n\n\u2192 silent assumptions: Claude makes decisions without checking with you\n\u2192 code bloat: 1000 lines written when 100 would do\n\u2192 collateral damage: Claude edits code unrelated to the task\n\u2192 no success criteria: Claude loops with no finish line\n\nthese aren't model failures. they're missing instructions.\n\nCLAUDE. md gives Claude the 4 rules it needed from day one:\n\u2192 think before coding, state assumptions. ask before assuming.\n\u2192 simplicity first, minimum code. nothing speculative.\n\u2192 surgical changes, touch only what is required. nothing adjacent.\n\u2192 goal-driven execution, define success before starting. loop until verified.\n65 lines. no build step. no framework. no dependencies.\n\njust the 4 principles every developer already knew, but needed Karpathy to write down.\n\nClaudeKit is the only team you need to build something like this (https://t.co/aW94IVKzGN)\n\nthe guide on how to learn Claude below (every resource you need)\n\nhttps://t.co/8pon0x7bcI",
        "like_count": 959,
        "retweet_count": 132,
        "reply_count": 31,
        "view_count": 183911,
        "id": "2067605215029899640",
        "created_at": "Thu Jun 18 13:47:52 +0000 2026"
      },
      {
        "author": "NainsiDwiv50980",
        "text": "Never use Claude Code without skill.md.\n\nBecause the quality of Claude's output is directly proportional to the quality of context you give it.\n\nIf you've never heard about skill.md before, you're probably using Claude like a chatbot while others are turning it into a specialized engineer.\n\nMost people keep repeating the same instructions:\n\n\u2022 Follow our coding standards\n\u2022 Use this architecture\n\u2022 Review code this way\n\u2022 Follow these workflows\n\u2022 Write documentation like this\n\nThe smartest teams write those instructions once.\n\nAnd let Claude reuse them forever.\n\nThat's exactly what skill.md does.\n\nThink of it as a reusable expertise layer for Claude Code.\n\nInstead of telling Claude how to think every time...\n\nYou teach it once.\n\nA good skill.md can contain:\n\n\u2022 Coding standards\n\u2022 Architecture patterns\n\u2022 Review checklists\n\u2022 Security rules\n\u2022 Testing requirements\n\u2022 Team workflows\n\u2022 Decision frameworks\n\nThe result?\n\nClaude stops behaving like a generic AI assistant.\n\nAnd starts behaving like someone who already understands your project.\n\nThe crazy part is that two developers can use the exact same Claude model...\n\nYet get completely different results.\n\nOne gets generic code.\n\nThe other gets production-ready systems.\n\nThe difference isn't the model.\n\nThe difference is context.\n\nIn this article, you'll learn:\n\n\u2022 What skill.md actually is\n\u2022 How Claude uses it\n\u2022 The anatomy of a world-class skill\n\u2022 Common mistakes to avoid\n\u2022 Real examples you can use today\n\u2022 How to turn Claude into a specialized expert\n\nIf you're serious about Claude Code, this is one feature you can't afford to ignore.",
        "like_count": 441,
        "retweet_count": 94,
        "reply_count": 21,
        "view_count": 58504,
        "id": "2066122606479335497",
        "created_at": "Sun Jun 14 11:36:30 +0000 2026"
      },
      {
        "author": "techNmak",
        "text": "Someone just dropped a 9-layer production AI architecture and it's the most honest breakdown I've seen.\n\nservices/ - RAG pipeline, semantic cache, memory, query rewriter, router. Not one file. Five.\n\nagents/ - document grader, decomposer, adaptive router. Self-correcting by design.\n\nprompts/ - versioned, typed, registered. Never hardcoded.\n\nsecurity/ - input, content, output. Three guards not one.\n\nevaluation/ - golden dataset, offline eval, online monitor. Most people skip this entire layer and ship blind.\n\nobservability/ - per-stage tracing, feedback linked to traces, cost per query.\n\n.claude/ - agent context so your AI coding assistant knows the codebase before it touches a file.\n\nThe demo is one file. Production is this.\n\nCheck: academy[.]neosage[.]io",
        "like_count": 1068,
        "retweet_count": 164,
        "reply_count": 16,
        "view_count": 51617,
        "id": "2067276894291316896",
        "created_at": "Wed Jun 17 16:03:14 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "Figma Capture + Claude Fable 5 = clone any competitor's landing page in minutes \ud83e\udd2f\n\nFigma just dropped a Chrome extension that copy/pastes any live website into Figma as editable layers.\n\nPoint Claude Code \u2014 running the new Fable 5 model \u2014 at the capture, and it rebuilds the whole page in YOUR brand: structure, copy, design system, photography.\n\nAll inside Claude Code.\n\nPerfect for DTC brands and agencies who keep losing weeks rebuilding proven landers from scratch.\n\nIf you're still cloning competitor pages the old way,\n\nYou're screenshotting their site and praying the AI guesses the structure right.\n\nYou're rebuilding sections by hand because the fonts and spacing never come out true.\n\nYou're paying a designer $3K to recreate a page that already exists.\n\nThis workflow eliminates the entire loop:\n\n\u2192 Capture the competitor's landing page with Figma's new Chrome extension \u2014 editable layers, not screenshots\n\u2192 Claude Code reads the page structure through the Figma MCP: every section, every headline, in order\n\u2192 It rebuilds the page in YOUR brand \u2014 your colors, your fonts, your voice (it even respects your banned-words list)\n\u2192 GPT Image 2 generates on-brand product photography from the layer names\n\u2192 Claude places every image automatically \u2014 finished page, ready to ship\n\nNo screenshots.\nNo guessing at structure.\nNo design invoice.\n\nWhat you get:\n\n\u2192 A pixel-structured clone of any proven lander, rebuilt in your brand\n\u2192 Every line of copy rewritten in your voice\n\u2192 16 on-brand images generated and placed for ~$2 in API costs\n\u2192 Start to finish in about 15 minutes\n\nBuilt 100% with Figma + Claude Code on Claude Fable 5.\n\nI put together a step-by-step playbook showing you exactly how to set it up.\n\nWant access for free?\n\n> Like this post\n> Comment \"CLONE\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 245,
        "retweet_count": 23,
        "reply_count": 152,
        "view_count": 44922,
        "id": "2065537778516205856",
        "created_at": "Fri Jun 12 20:52:36 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "I just built a $10K/month creative strategist inside Claude Code \ud83e\udd2f\n\nGive it your competitor Facebook page URLs \u2192 it scrapes their ads, watches every video with AI, and delivers a data-backed creative brief with 10 ad concepts in your brand voice.\n\nAll inside Claude Code.\n\nPerfect for DTC brands and agencies whose \"creative research\" is still a media buyer with 40 tabs open and a Google Doc full of screenshots.\n\nIf every new campaign starts the same way \u2014\n\nscrolling the Meta Ad Library ad by ad,\n\nre-watching the same UGC video to reverse-engineer the hook,\n\npasting notes into a brief nobody reuses,\n\nthen writing 10 concepts from a blank page...\n\nThis system eliminates the entire loop:\n\n\u2192 Apify scrapes your competitors' active ads from Meta Ad Library (video + image)\n\u2192 Downloads every creative asset locally\n\u2192 Gemini watches each video and breaks down the hook, angle, visual format, copy framework, CTA, and emotional trigger\n\u2192 Runs the full batch and surfaces the patterns repeating across 3+ ads\n\u2192 Claude writes 10 ad concepts on the proven mechanics, matched to your brand voice\n\nNo scrolling the Ad Library.\nNo screenshotting ads into docs.\nNo guessing which hooks actually work.\n\nWhat you get:\n\n\u2192 A 7-dimension breakdown of every competitor ad\n\u2192 A pattern report showing which hooks, formats, and triggers keep repeating\n\u2192 10 ready-to-brief concepts traced back to real competitor data\n\u2192 A reusable pipeline \u2014 new competitors, new brief, same system\n\nThe research that eats your team a full day now runs in 15 minutes for ~$3 in API costs.\n\nBuilt 100% in Claude Code with Apify + Gemini.\n\nI put together a full playbook showing how to build the whole thing step-by-step from scratch.\n\nWant the playbook for free?\n\n> Like this post\n> Comment \"ADS\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 517,
        "retweet_count": 35,
        "reply_count": 428,
        "view_count": 44666,
        "id": "2065917959139434795",
        "created_at": "Sat Jun 13 22:03:19 +0000 2026"
      },
      {
        "author": "charliejhills",
        "text": "You are still writing AI prompts.\n\nThe best builders stopped months ago:\n\nThey design loops that do the work, check it, and improve while they sleep.\n\nBoris Cherny, who built Claude Code: \"I don't prompt Claude anymore. My job is to write loops.\"\n\nHere is the 6-part loop I run (no code):\n\n1. Write your standards once\n\n- Run /init to create a CLAUDE.md file.\n- Add your voice, rules and banned words.\n- It loads on every single job.\n\nExample: \"/init Put my voice in CLAUDE.md: British English, no em dashes, my hooks.\"\n\n2. Goal and a finish line\n\n- State the outcome you actually want.\n- Give it a rubric to score against.\n- \"Don't stop until it scores 95/100.\"\n\nExample: \"/goal Write a post, score it on my rubric, don't stop until it scores 95/100.\"\n\n3. A team does the work\n\n- Strategist picks the angle.\n- Writer drafts the output.\n- Designer lays it out.\n\nExample: \"/agents Make a team: strategist, writer, designer. One job each.\"\n\n4. Add a checker (the eval)\n\n- A separate agent scores each draft.\n- Under 95, it fixes one thing and reruns.\n- It never marks its own homework.\n\nExample: \"/agents Add a QA agent that scores each draft out of 100 and rejects under 95.\"\n\n5. Let it remember\n\n- Every correction becomes a rule.\n- Saved to a lessons file for next time.\n- It creates more like me each month.\n\nExample: \"/memory Save every correction as a rule, and reload them each run.\"\n\n6. Put it on a schedule\n\n- A Routine runs the whole loop.\n- On the cloud, laptop closed.\n- Wake up to finished drafts.\n\nExample: \"/schedule Run my content loop weekdays at 7am, leave drafts to review.\"\n\nYou already run half of this.\n\nClose the loop. It improves without you.\n\nI wrote everything in one free guide.\n\nGrab it here \n\nhttps://t.co/YhLRwAtaHw\n\nRepost \u267b\ufe0f to help someone in your network.\n\nP.S. Still prompting, or building loops?",
        "like_count": 187,
        "retweet_count": 48,
        "reply_count": 19,
        "view_count": 37810,
        "id": "2067639980365906329",
        "created_at": "Thu Jun 18 16:06:00 +0000 2026"
      },
      {
        "author": "starmexxx",
        "text": "STACKING 4 OLD NVIDIA GTX 1080s GIVES YOU LOCAL AI THAT BEATS $400/MO IN CLOUD SUBSCRIPTIONS\n\npeople are pulling 4 used gtx 1080s off ebay for around $400 total and stacking them in one tower to build a local ai rig. that pools 32gb of vram across cards that originally retailed at $700 each\n\nold gaming cards became cheap when ethereum killed proof of work in 2022. miners dumped millions of them and developers picked them up to run open weight models locally\n\nollama installs in one shell command and pulls a model in another. point claude code at localhost through one environment variable and the cli works identically without sending data to anthropic\n\nllama 3.2, mistral 7b, qwen 2.5 and phi 3 all run comfortably on a 1080 stack at 40 to 60 tokens per second. fast enough for real conversations, automation pipelines and document analysis\n\na heavy ai user pays $200 chatgpt pro, $200 claude code and $20 cursor every month. that's $5,040 a year and a $400 rig pays itself off before month two\n\nbookmark this and read the article below",
        "like_count": 136,
        "retweet_count": 16,
        "reply_count": 44,
        "view_count": 32600,
        "id": "2067950246815002760",
        "created_at": "Fri Jun 19 12:38:54 +0000 2026"
      },
      {
        "author": "AnatoliKopadze",
        "text": "Claude Code creator:\n\n\"this morning I was managing maybe a few hundred agents, some days it can be tens of thousands\"\n\nthe skill isn't writing code anymore, it's running agents\n\nwatch the interview, then bookmark the exact setup below https://t.co/W7MTtzDOzY",
        "like_count": 211,
        "retweet_count": 40,
        "reply_count": 24,
        "view_count": 31611,
        "id": "2066502297748726256",
        "created_at": "Mon Jun 15 12:45:16 +0000 2026"
      },
      {
        "author": "_avichawla",
        "text": "Claude Code\u2019s architecture, explained visually:\n\n(bookmark this)\n\nClaude Code is a lot more than a CLI that invokes the Claude models.\n\nThe actual system has six layers, and the model is just one node inside the loop.\n\nThe diagram below explains every component:\n\n1) Input layer handles session management, permission gating, and YAML-based trust tiers before anything reaches the model.\n\n2) Knowledge layer holds the skill registry, context compressor, task graph, and cross-session memory store. This is where harness intelligence lives outside the weights.\n\nThe context compressor is a 5-layer cascade that kicks in when the context window hits roughly 95% capacity. It doesn\u2019t summarize your conversation the way ChatGPT does. Instead, it runs structured extraction on file paths, code snippets, and error histories while pruning redundant tool outputs. The goal is to keep the context usable, not just smaller.\n\n3) Execution layer runs tool dispatch through a typed registry with one handler per tool, like bash, read, write, grep, glob, and revert.\n\nThe streaming runtime handles parallel execution, and the prompt cache reuses stable prefixes at roughly 10% of the original cost.\n\n4) Integration layer connects the MCP runtime to external servers (filesystem, git, custom). Tools register inward, and memory writes outward to a markdown file (agent_memory.md) that persists across sessions.\n\n5) Multi-agent layer is the most underappreciated piece, and it works very differently from what most people assume.\n\nClaude Code supports two levels of parallelism:\n\n- Subagents are lightweight workers that run inside your session. They get their own context window, do a focused task (search the codebase, explore a file tree), and return results to the parent. They can\u2019t talk to each other, and they can\u2019t spawn their own subagents. It\u2019s a strict parent-child hierarchy.\n\n- Agent teams go further. One session acts as a team lead, and it spawns independent teammates, each running as a full Claude Code instance with its own context window. The team lead breaks a task into subtasks, assigns them, and monitors progress.\n\nThe coordination happens through two mechanisms \u2192 a shared task list (JSON files on disk) and a mailbox system for peer-to-peer messaging.\n\nEach teammate gets git worktree isolation. It\u2019s a separate working directory with its own branch, sharing the same repository history.\n\nThis means agents can write to overlapping parts of the codebase without file conflicts. When they finish, worktrees with no changes are cleaned up automatically. Worktrees with changes persist for human review before merging.\n\n6) Observability layer wraps everything. An event bus with lifecycle hooks logs all tool calls and messages, creating a complete audit trail of the agent\u2019s actions and decisions.\n\nBackground executors run daemon threads non-blocking, so observability never stalls the main loop.\n\nFinally, the master agent loop sits at the center of all six layers. It assembles context, calls the model, receives a tool request, executes it, feeds the result back in, and repeats. Every iteration is one turn.\n\nWithin a turn, the model might request a tool call. That request flows through the permission system, gets executed, and the output feeds back into the loop as the next input.\n\nThe loop itself is single-threaded on purpose. All the intelligence lives in the layers around it, not in the loop logic. Anthropic calls it a dumb loop because the model reasons, and the harness mediates.\n\nThis is the architecture behind Claude Code.\n\nIf you want to dive deeper into Claude Sugagents and agent teams specifically, I recently wrote an article about them.\n\nIt explains the difference between Claude sub-agents (isolated, fire-and-forget workers) and agent teams (persistent, peer-communicating instances with a shared task list), and when to use each.\n\nRead it below.",
        "like_count": 241,
        "retweet_count": 45,
        "reply_count": 20,
        "view_count": 28227,
        "id": "2067876261901525030",
        "created_at": "Fri Jun 19 07:44:54 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "I just vibe-coded a TikTok slideshow automation app in Claude Code \ud83e\udd2f\n\nOne-click generation of the exact slideshow format that's getting DTC brands and agencies millions of organic TikTok views right now.\n\nNiche prompt + Pinterest images + Claude = finished slideshows, ready to post.\n\nYep, I basically cloned Reelfarm in a weekend with Claude Code.\n\nPerfect for solo DTC founders who know organic TikTok is the cheapest reach left, but go quiet after three posts because there's no one to make the content.\n\nIf you've started a TikTok for your brand,\n\nposted a handful of times,\n\nrun out of ideas by day four,\n\nand watched it sit dead for three weeks while faceless accounts in your niche post five times a day \u2014 pulling six figures of views off plain images with text on top...\n\nThis app eliminates the entire loop:\n\n\u2192 Build an \"automation\" around any niche (finance, beauty, fitness, relationships)\n\u2192 Claude writes the hooks, body slides, titles, and captions in your voice\n\u2192 Scrape Creators pulls on-aesthetic images from Pinterest\n\u2192 App stitches slides together with text overlays, hook image, and CTA\n\u2192 Auto-publishes to TikTok via Blotato (or exports as drafts)\n\nNo creators.\nNo filming.\nNo editing in CapCut.\n\nWhat you get:\n\n\u2192 A reusable content engine \u2014 set the niche once, get endless slideshows\n\u2192 A hook bank that auto-refills when it runs low\n\u2192 Image collections sourced from Pinterest (not AI-generated slop)\n\u2192 Built-in editor to swap images or tweak copy before posting\n\u2192 Optional scheduler that posts for you on autopilot\n\nBuilt 100% in Claude Code.\nDeploys to Replit in one click so it runs 24/7.\n\nI put together a starter template pack with all of the prompts so you can vibe-code this yourself.\n\nWant the prompts for free?\n\n> Like this post\n> Comment \"SLIDES\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 332,
        "retweet_count": 18,
        "reply_count": 257,
        "view_count": 28057,
        "id": "2067042344449564871",
        "created_at": "Wed Jun 17 00:31:13 +0000 2026"
      },
      {
        "author": "Smartpigai",
        "text": "\u53ef\u80fd\u662f\u76ee\u524d\u6700\u5b8c\u6574\u7684 Codex \u5165\u95e8\u514d\u8d39\u6559\u7a0b\uff1a80 \u5206\u949f\uff0c\u5e26\u4e2d\u6587\u5b57\u5e55\uff0c\u96f6\u57fa\u7840\u4e5f\u80fd\u8ddf\u7740\u4e0a\u624b\u3002\n\nCodex \u548c Claude Code \u5df2\u7ecf\u662f AI \u7f16\u7a0b\u5de5\u5177\u7684\u4e24\u5927\u4e3b\u7ebf\u3002\n\n\u6559\u7a0b\u867d\u957f\uff0c\u4f46\u7cfb\u7edf\u5b66\u4e00\u904d\uff0c\u6bd4\u96f6\u6563\u770b\u6559\u7a0b\u66f4\u7701\u65f6\u95f4\u3002\n\n\u5efa\u8bae\u5148\u6536\u85cf\uff0c\u5468\u672b\u8ddf\u7740\u5b9e\u64cd\u4e00\u904d\u3002\n\nhttps://t.co/tNsU40b1Kz",
        "like_count": 308,
        "retweet_count": 90,
        "reply_count": 28,
        "view_count": 27940,
        "id": "2067474759336763656",
        "created_at": "Thu Jun 18 05:09:29 +0000 2026"
      },
      {
        "author": "rubenhassid",
        "text": "Everyone's vibecoding the same (ugly) AI website.\n\nHere's the 7-step Claude Code setup that doesn't:\n\nUse this (free) DESIGN .md trick that makes your site look like Stripe or Airbnb: https://t.co/psB7XxB2Y4\n\n\u2726 Don't pay anything. Reply to the email.\n\u2726 Get my Notion link. Open the '.md file' folder.\n\u2726 Download the prompt. Paste it into Claude Code.\n\u2726 Drop a DESIGN .md in your folder. \n\u2726 Prompt \"Use this folder for all styling.\"\n\nI built this setup after the new Claude Code dropped, so you don't have to figure it out alone.\n\nTo know how to use it with detailed step-by-step, check my guide here: https://t.co/O2kJvFkgan\n\nBy the way, here's the full 7-step setup:\n\n1. Turn on bypass permissions. \nStop clicking \"allow\" 30 times a session.\n\n2. Pick Opus 4.8 model (High Effort).\nThe default makes your site look cheap.\n\n3. Make ONE clean folder. No passwords. \nClaude only touches this one.\n\n4. Connect Netlify + Supabase. Free. \nYour site goes live, your logins live here.\n\n5. Get the app, open the Code tab. Pro is $20. \nThat's enough to start.\n\n6. Select your folder. \nClick the +, click the folder icon, pick yours.\n\n7. Paste the mega-prompt. \n\"You're my CTO. I don't read code. Just build it....\"\n\nPeople are still hand-coding, or worse, paying $200/month for an app they could build in a day.\n\nYou want to help your network?\n\u267b\ufe0f Repost this so they stop shipping the same AI site as everyone else.\n\nTo download all of my Claude infographics:\n\nStep 1. Go to https://t.co/psB7XxB2Y4.\nStep 2. Subscribe for free. Don't pay anything.\nStep 3. Open my welcome email (most skip this).\nStep 4. Hit the automatic reply button inside.\nStep 5. Download my infographics from my Notion.\nBonus. Get my full Claude Code mega-prompt + handoff prompt, too.",
        "like_count": 232,
        "retweet_count": 30,
        "reply_count": 20,
        "view_count": 27847,
        "id": "2067487480388166122",
        "created_at": "Thu Jun 18 06:00:02 +0000 2026"
      },
      {
        "author": "PrajwalTomar_",
        "text": "WAIT. This is actually insane.\n\nA senior dev just dropped the 3-tier agent stack Boris Cherny (the creator of Claude Code) actually runs.\n\nHe uninstalled his IDE. Now runs 5-10 interactive Claude sessions during the day and several thousand agents overnight, mostly triggered from his phone.\n\n\u2192 Tier 1: /loop runs slash commands on a schedule inside open sessions (PR review, deploy watch, Slack feedback mining every 5-30 min)\n\u2192 Tier 2: Routines run on Anthropic's cloud overnight against a fresh clone (morning report, deep audit, dep hygiene, weekly recap)\n\u2192 Tier 3: /batch + dynamic workflows orchestrate hundreds to thousands of agents on a single task\n\nA real example: 800 agents migrated user. email to user. primaryEmail across a 4,000-file monorepo. Each in its own worktree. Each with its own adversarial reviewer.\n\nThe Bun team rewrote their entire Zig codebase to Rust this way.\n\nHis closing line is the part nobody is saying out loud:\n\n\"The compound effect is in the system, not the model.\"\n\nMost builders are still running one Claude session at a time. The smart ones are running thousands while they sleep.",
        "like_count": 327,
        "retweet_count": 27,
        "reply_count": 10,
        "view_count": 20863,
        "id": "2066529416197669058",
        "created_at": "Mon Jun 15 14:33:01 +0000 2026"
      },
      {
        "author": "rubenhassid",
        "text": "The gap between you and the \"AI guy at work.\"\n\n It's exactly 100 words. Here they are:\n\n1. Foundations\n\n\u2611 About-me file: your voice in a text file for any AI.\n\u2611 Thinking: Claude 4.8 deciding how hard to think.\n\u2611 Add-in: Claude inside Excel/PowerPoint.\n\u2611 Agent: AI that takes actions, not answers.\n\u2611 Anthropic: the company that builds Claude.\n\u2611 Anti-AI file: all AI words and phrases in a text file\n\u2611 AskUserQuestion: Claude interviews you first.\n\u2611 Browser use: Claude clicking around for you.\n\u2611 Claude 101: free intro certification.\n\u2611 Claude Code: Claude in your terminal.\n\u2611 Connector: one-click bridge to an app.\n\n2. Core mechanics\n\n\u2611 Context window: the max text held at once.\n\u2611 Cowork: Claude desktop agent on your folder.\n\u2611 Credits: your monthly token budget.\n\u2611 Custom instructions: rules saved across chats.\n\u2611 Cutoff: last date the training data covers.\n\u2611 Delegation: \"what to give AI.\" (4D)\n\u2611 Description: \"how to brief AI.\" (4D)\n\u2611 Em-dash: the punctuation means \"AI wrote this\"\n\u2611 Enterprise: the plan for large companies.\n\u2611 Thinking: Claude reasoning longer.\n\u2611 File-based: workflows in folders, not chats.\n\n3. Tools & people\n\n\u2611 Gamma: slide tool Claude calls as a connector.\n\u2611 Granola: the AI meeting-notes app that plugs in.\n\u2611 Haiku: Claude's smallest, fastest model.\n\u2611 Instructions: rules you set once per project.\n\u2611 Knowledge: files a Project always reads.\n\u2611 Long context: reading very long documents.\n\u2611 Markdown: .md format Claude reads best.\n\u2611 Max: the $100-a-month personal plan.\n\u2611 MCP: Model Context Protocol, for plugging apps\n\u2611 Multimodal: reads text, images, PDFs together.\n\u2611 Opus: Claude's most powerful model family.\n\n4. Plans & prompting\n\n\u2611 Opus 4.8: the current frontier Claude model.\n\u2611 Output token: text Claude generates, also billed.\n\u2611 Positive prompt: what to do, never what to avoid\n\u2611 Pro: basic paid plan at $20/month.\n\u2611 Project: a folder of chats with shared files.\n\u2611 Prompt template: a saved, reusable prompt.\n\u2611 Refusal: Claude declining on safety grounds.\n\u2611 Second brain: your files as permanent memory.\n\u2611 Send-ready: output you can ship with no edits.\n\u2611 Session: one continuous chat, open to close.\n\u2611 Skill: a /command that loads instructions.\n\n5. Mastery\n\n\u2611 Skilljar: the free certification academy site.\n\u2611 Slash command: typing \"/\" to fire a Skill, like /47.\n\u2611 Style file: a text file teaching Claude your voice.\n\u2611 System prompt: the hidden instructions.\n\u2611 Team: the plan for 5 to 150 people.\n\u2611 Token: roughly one word; the billing unit.\n\u2611 Tool: something Claude calls, like web search.\n\u2611 Vision: Claude reading images and PDFs.\n\u2611 Voice: the writing personality Claude copies.\n\u2611 Workspace: the shared environment for a team.\n\u2611 /47: the Skill that rewrites lazy prompts.\n\n---\n\nTo download all of my Claude infographics:\n\n1. Go to https://t.co/psB7XxB2Y4.\n2. Subscribe for free. \n3. Open my welcome email.\n4. Hit the automatic reply button inside.\n5. Download infographics from my Notion.\n\n\u267b\ufe0f Repost this to save someone 6 months of trial.",
        "like_count": 191,
        "retweet_count": 39,
        "reply_count": 11,
        "view_count": 17184,
        "id": "2067925373548134830",
        "created_at": "Fri Jun 19 11:00:03 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "Claude Code + Shopify AI = f*cking wild \ud83e\udd2f\n\nYes, Claude Code now has full access to your Shopify store.\n\nConnect it once and it runs your store, all from inside Claude Code.\n\n10 things it can do to grow your store:\n\n\u2192 Rewrite every product title, description, and meta tag for real search intent\n\u2192 Build a custom Liquid section and push it live in minutes\n\u2192 Add a size guide, ingredient, or spec metafield to every SKU in a collection at once\n\u2192 Read 3 competitor product pages and rewrite yours to cover what they're missing\n\u2192 Build checkout upsell blocks with Shopify Functions\n\u2192 Draft post-purchase email flows based on what each customer actually bought\n\u2192 Pull your top 20 products by traffic and write 3 hero copy variants for each\n\u2192 Run a weekly store audit: broken links, slow images, out-of-stock bestsellers, app errors\n\u2192 Spin up discount codes and organize collections on command\n\u2192 Write and run the migration scripts when you switch apps\n\nNo dev handoff.\nNo agency retainer.\nNo copy-pasting between 5 dashboards.\n\nAll from inside Claude Code.\n\nI put together a Claude Code + Shopify Setup Pack so you can get this set up yourself.\n\nWant access for free?\n\n> Like this post\n> Comment \"SHOP\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 235,
        "retweet_count": 11,
        "reply_count": 201,
        "view_count": 16447,
        "id": "2066679907854496131",
        "created_at": "Tue Jun 16 00:31:01 +0000 2026"
      },
      {
        "author": "AiWithIqra",
        "text": "stop telling Claude Code/Codex \"do this\".\nstop telling Claude Code/Codex \"write code\".\nstop telling Claude Code/Codex \"fix this bug\".\n\nyou're using a \ud835\ude00\ud835\uddf2\ud835\uddfb\ud835\uddf6\ud835\uddfc\ud835\uddff \ud835\uddd4\ud835\udddc like it's a \ud835\uddf7\ud835\ude02\ud835\uddfb\ud835\uddf6\ud835\uddfc\ud835\uddff \ud835\uddf6\ud835\uddfb\ud835\ude01\ud835\uddf2\ud835\uddff\ud835\uddfb.\n\nhere are 8 prompts and goals you can copy-paste directly.",
        "like_count": 157,
        "retweet_count": 100,
        "reply_count": 46,
        "view_count": 5776,
        "id": "2067781475148411338",
        "created_at": "Fri Jun 19 01:28:15 +0000 2026"
      },
      {
        "author": "md_kasif_uddin",
        "text": "Developers, Be honest:\n\nWhich AI coding tool do you use the most? https://t.co/uIfLp2GsLE",
        "like_count": 83,
        "retweet_count": 3,
        "reply_count": 78,
        "view_count": 2931,
        "id": "2067900233250660476",
        "created_at": "Fri Jun 19 09:20:09 +0000 2026"
      },
      {
        "author": "pulmencr",
        "text": "A DEVELOPER JUST LAUNCHED AN AI CODING AGENT, CLOSED HIS LAPTOP AND WALKED AWAY\n\nThe app kept building itself.\n\nInstead of sitting at a desk watching terminals and build logs, he monitored the entire process through AI-powered glasses while walking to a cafe. The setup used Even Realities G2 glasses connected to Claude through an AI coding agent. Every update appeared directly in his field of view.\n\nIf the agent got stuck or needed approval, he tapped a smart ring and gave it a voice command. No laptop. No keyboard. No context switching. Just real-time updates and instructions flowing through the glasses.\n\nThe interesting part isn't the hardware. It's the workflow.\n\nThe old model was developers babysitting software. The new model is software building itself while developers supervise it.\n\nWe're not years away from this. People are already doing it in 2026.\n\nMost developers still spend their day writing code. Others are starting to manage systems that write it for them.",
        "like_count": 12,
        "retweet_count": 2,
        "reply_count": 4,
        "view_count": 140,
        "id": "2068024991493300238",
        "created_at": "Fri Jun 19 17:35:54 +0000 2026"
      }
    ]
  },
  "Q4: Brand storytelling": {
    "query": "\"brand storytelling\" min_faves:50 min_retweets:5",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "majamediaco",
        "text": "what actually is this job title? head of content marketing? content strategist? brand? storytelling?",
        "like_count": 1038,
        "retweet_count": 15,
        "reply_count": 249,
        "view_count": 218599,
        "id": "1967037045479796935",
        "created_at": "Sun Sep 14 01:25:52 +0000 2025"
      },
      {
        "author": "kate_osita_",
        "text": "A new era begins as Kling 3.0 and Kling 3.0 Motion Control complete their full rollout.\n\nPositioned as the most advanced video generation model worldwide, Kling 3.0 offers true commercial-grade usability optimized for professional advertising, brand storytelling, and cinematic content creation.\n\nThis is AI engineered for industry standards.",
        "like_count": 53,
        "retweet_count": 51,
        "reply_count": 10,
        "view_count": 114415,
        "id": "2029424081595187528",
        "created_at": "Thu Mar 05 05:09:40 +0000 2026"
      },
      {
        "author": "brian_blum1",
        "text": "Underbrush Gum drove $976k in sales with 8 organic videos on TikTok Shop.\n\nIt's a masterclass in brand storytelling.\n\nHere's why their videos worked: https://t.co/3VeziNVScu",
        "like_count": 313,
        "retweet_count": 17,
        "reply_count": 8,
        "view_count": 54177,
        "id": "1799905450911007186",
        "created_at": "Sun Jun 09 20:44:34 +0000 2024"
      },
      {
        "author": "MattOrlic",
        "text": "The exact brand storytelling system I used to build Qure to $90M+ https://t.co/h3ZB9j5HAT",
        "like_count": 215,
        "retweet_count": 20,
        "reply_count": 4,
        "view_count": 44273,
        "id": "2044777895764066329",
        "created_at": "Thu Apr 16 14:00:15 +0000 2026"
      },
      {
        "author": "uns__nstudio",
        "text": "We\u2019re incredibly excited to announce the launch of our latest production!\ud83c\udf77\n\n\u2937 https://t.co/xeinx4k1iA\n\nThe Symphony Of Vines is an interactive cinematic journey that pushes the boundaries of digital brand storytelling. Traverse the millennia and discover the elemental forces that crafted Bordeaux's unique terroir.\n\n#webgl #threejs #wine #WebDev",
        "like_count": 321,
        "retweet_count": 47,
        "reply_count": 16,
        "view_count": 34333,
        "id": "1940377442771693771",
        "created_at": "Wed Jul 02 11:50:07 +0000 2025"
      },
      {
        "author": "FelixOOTD",
        "text": "\ud83d\udce2\ud83d\udde3\u270d\ufe0f [Longer Summary Anlysis] Gong cha Renews Global Ambassador Felix Following Proven Brand Impact\n\nGong cha has officially renewed its contract with global ambassador Felix, reinforcing a partnership that has delivered sustained brand growth and global visibility. \n\nSince his appointment, the brand has recorded clear gains in search interest, brand mentions, favourability, and product performance demonstrating the measurable impact of Felix\u2019s influence.\n\nFrom viral global campaigns and highly coveted Felix-themed merchandise to immersive in-store experiences such as his voice guidance service, the collaboration has consistently translated cultural relevance into commercial results. Flagship launches like the Taro Jewelry Signature Milk Tea further cemented this success, becoming a bestseller and reinforcing Felix\u2019s role in driving both demand and brand storytelling.\n\nThe renewal confirms what data and performance have already shown: Felix is not just a spokesperson for Gong cha, but a long-term strategic branding asset with proven global impact.\n\nCongratulations, Felix! \n\n#Felix #GONGCHAxFELIX #straykids",
        "like_count": 970,
        "retweet_count": 367,
        "reply_count": 2,
        "view_count": 32370,
        "id": "2016673102382747695",
        "created_at": "Thu Jan 29 00:41:50 +0000 2026"
      },
      {
        "author": "AmirMushich",
        "text": "10 iconic brands as LEGO sets (+all prompts below)\n\nNano Banana + brand storytelling, distilled into legendary bricks.\n\nSteal these 10 concepts & prompts to create your own. \ud83d\udc47\ud83e\uddf5",
        "like_count": 282,
        "retweet_count": 32,
        "reply_count": 25,
        "view_count": 24707,
        "id": "1983107337574400459",
        "created_at": "Tue Oct 28 09:43:28 +0000 2025"
      },
      {
        "author": "TheVictorOkafor",
        "text": "This time last year, I was applying for the Chevening scholarship. Today, I\u2019ve been selected to deliver a speech on my work in brand storytelling at the Chevening Conference 2026. https://t.co/v2ba4M9Ckd",
        "like_count": 931,
        "retweet_count": 41,
        "reply_count": 46,
        "view_count": 20972,
        "id": "2029245121284231434",
        "created_at": "Wed Mar 04 17:18:33 +0000 2026"
      },
      {
        "author": "TheVictorOkafor",
        "text": "I\u2019ve been selected to speak at the Chevening conference 2026 on the work that I\u2019m doing in brand storytelling and how storytelling can be used as a tool for global good. \n\nMy speech will focus on how nations, organisations and entrepreneurs can lead with stories and leverage narrative as economic infrastructure to drive growth.",
        "like_count": 729,
        "retweet_count": 61,
        "reply_count": 37,
        "view_count": 16729,
        "id": "2039397713658454143",
        "created_at": "Wed Apr 01 17:41:19 +0000 2026"
      },
      {
        "author": "eric_seufert",
        "text": "Why am I not going to Cannes? \n\nIt\u2019s actually for medical reasons: I have a condition wherein if I hear the phrases \u2018brand storytelling\u2019, \u2018experiential marketing\u2019, or \u2018emotional resonance\u2019 more than once in 24 hours, I have a seizure.",
        "like_count": 311,
        "retweet_count": 17,
        "reply_count": 25,
        "view_count": 16097,
        "id": "1932937511514644666",
        "created_at": "Wed Jun 11 23:06:29 +0000 2025"
      },
      {
        "author": "LetsGrowithAI",
        "text": "The future of video marketing is here.\n\nTurn your product photos into lifelike talking videos\u2014instantly.\n\nPerfect for campaigns, ads, and brand storytelling.\n\nSave time, save money, and stay ahead of the curve.\n\n\ud83c\udfa5 Try VEED Fabric 1.0 now @veedstudio https://t.co/jPF26GJiM7",
        "like_count": 51,
        "retweet_count": 20,
        "reply_count": 41,
        "view_count": 16043,
        "id": "1975213565192892795",
        "created_at": "Mon Oct 06 14:56:26 +0000 2025"
      },
      {
        "author": "PRcarly",
        "text": "PR isn't just about getting press. It's brand storytelling, crisis management, and reputation building. Most people only see the tip of the iceberg. There's so much more happening below the surface.",
        "like_count": 221,
        "retweet_count": 63,
        "reply_count": 5,
        "view_count": 13916,
        "id": "1828783347595653240",
        "created_at": "Wed Aug 28 13:15:01 +0000 2024"
      },
      {
        "author": "alifcoder",
        "text": "Kling 3.0 \u2014 the best commercial-grade AI video model.\n\nNative 1080p output, built for real advertising, brand storytelling, and professional film production. https://t.co/DQV0hvjk36",
        "like_count": 56,
        "retweet_count": 17,
        "reply_count": 29,
        "view_count": 12277,
        "id": "2023407286308524326",
        "created_at": "Mon Feb 16 14:41:04 +0000 2026"
      },
      {
        "author": "alexgarcia_atx",
        "text": "Master brand storytelling in 13 min:\n\n\u2022 How to position stories\n\u2022 Where to find ideas for stories\n\u2022 20+ examples to inspire your stories\n\nAll here: https://t.co/QBCTt4jjEl",
        "like_count": 344,
        "retweet_count": 35,
        "reply_count": 10,
        "view_count": 10678,
        "id": "2015804734632857812",
        "created_at": "Mon Jan 26 15:11:15 +0000 2026"
      },
      {
        "author": "ourhermitage",
        "text": "\ud83d\udea8 \n\nC\u00c9CRED was 2025\u2019s fastest rising beauty brand in global search demand, with a 123% year on year jump. From 2024 to 2025. \n\n\u201cFounded by Beyonce, C\u00c9CRED leads the category with a 123% increase in global monthly searches from 2024 to 2025, marking one of the strongest breakout performances of the year. The haircare brand pairs fast-growing search demand with exceptionally high engagement across TikTok and Instagram, indicating that its cultural relevance is translating directly into consumer curiosity. C\u00c9CRED's rise highlights how newer, celebrity-backed brands can scale quickly when social traction and brand storytelling align.\u201d\n\nhttps://t.co/mmWi9Sfnde",
        "like_count": 569,
        "retweet_count": 110,
        "reply_count": 5,
        "view_count": 9002,
        "id": "2023769585460408737",
        "created_at": "Tue Feb 17 14:40:43 +0000 2026"
      },
      {
        "author": "jamescoder12",
        "text": "This is how creators will ship videos in 2026.\n\nNo editing software.\nNo timelines.\nNo code.\n\n@TopviewAIhq Vibe Editing (Beta) lets you create motion-rich, Remotion-style videos using prompts\u2014straight from your browser.\n\nDescribe the idea.\nThe agent builds the video.\n\nPerfect for promos, explainers, and brand storytelling.\n\nBeta is live",
        "like_count": 74,
        "retweet_count": 18,
        "reply_count": 37,
        "view_count": 8048,
        "id": "2019840755473494234",
        "created_at": "Fri Feb 06 18:28:57 +0000 2026"
      },
      {
        "author": "CXDeGreat",
        "text": "BOUNTY ENTRY!! \ud83d\udd25\nUsing brand storytelling, I made a Nigerian-themed animation for @paj_cash !!\ud83e\udee3\n\nFeaturing:\n \"@Harri_obi on his first date\"\ud83d\ude0f \n\nA short story that captures the everyday Nigerian moments, while showcasing the ease of instant crypto swaps on #Solana \n\nGM Web3....Swap crypto to Cash on  https://t.co/1ll0YEtbJW  today!! \ud83e\udef5\ud83c\udfff",
        "like_count": 220,
        "retweet_count": 24,
        "reply_count": 65,
        "view_count": 7781,
        "id": "1956078268198871281",
        "created_at": "Thu Aug 14 19:39:35 +0000 2025"
      },
      {
        "author": "TheVictorOkafor",
        "text": "This is me. In real time. At my school cafeteria. 9:58pm. Editing a video about to be sent out in support of my academic work. \n\nIm doing something a bit crazy this year. Im writing two PhD level academic papers on two of my core fields: Brand storytelling and Founder-led brand growth. \n\nHere\u2019s the gist: I\u2019m doing it different. Not the typical paper that academics write for peer review that eventually just lives in a journal that has no practical relevance. \n\nI\u2019ve been in the marketing industry for about 6 years, I\u2019ve developed frameworks that have served 2500 clients - business owners, personal brands and creators. \n\nTo a large extent, I know this thing like the back of my hand. \n\nI\u2019ve used brand storytelling to grow hundreds of brands making crazy money. I\u2019ve been my own lab rat for founder-led brand growth by growing my personal brand to 650k+ followers in 11 months. \n\nNow, I\u2019m writing a paper ( book ) and will be using founders of different industries we haven\u2019t worked with yet as my subjects of experiment. \n\nCreators, personal brands will feel it too. \n\nWhile I\u2019m doing this, I\u2019ll be touring 6 schools in the Uk alongside some of my colleagues at the business society of my school  to deliver a Masterclass series on brand storytelling, the creator economy and the future of founder-led brands. \n\nIf you want to be a volunteer for any of these missions\u2026SEND A DM \n\n\u2764\ufe0f\u23f0",
        "like_count": 308,
        "retweet_count": 19,
        "reply_count": 5,
        "view_count": 7518,
        "id": "2018083537547624797",
        "created_at": "Sun Feb 01 22:06:24 +0000 2026"
      },
      {
        "author": "omoalhajaabiola",
        "text": "- media buying\n- video editing \n- lifecycle marketing \n- brand storytelling",
        "like_count": 97,
        "retweet_count": 13,
        "reply_count": 7,
        "view_count": 6241,
        "id": "2064388195043639580",
        "created_at": "Tue Jun 09 16:44:34 +0000 2026"
      },
      {
        "author": "SaulWgmi",
        "text": "Hey everyone, Short notes. \ud83d\udccc\n\n\ud83c\udfa8\u2728 Your character, your imagination, your world!\n \ud83d\ude80 @StabilityW_AI's AI Train Model is revolutionizing how mascots, and unique characters come to life. Transform ideas into endless possibilities effortlessly.\n\n\ud83c\udf05 From vibrant brand storytelling to dynamic artwork creation, this model takes creativity to new heights. Picture Doge, Pepe, or your own mascot in any action, setting, or moment you envision.\n\n\ud83d\uddbc Whether it\u2019s branding, trends, or standout visuals, the AI Train Model makes the process seamless and groundbreaking.\n\n\ud83c\udf89 Beta Testing is now open! Experience the future of creativity today.\n\ud83d\udd17 Claim your free spot here: https://t.co/SMe4EsvjcW",
        "like_count": 89,
        "retweet_count": 24,
        "reply_count": 132,
        "view_count": 4332,
        "id": "1876654648624357477",
        "created_at": "Tue Jan 07 15:38:29 +0000 2025"
      }
    ]
  },
  "Q8: Sleep optimization": {
    "query": "\"sleep hack\" OR \"better sleep\" OR \"deep sleep\" OR \"sleep quality\" min_faves:50 min_retweets:5",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "Artofphysique_",
        "text": "1 Minute before bed & this happens \ud83d\ude31\n\n\u2022 Better sleep quality \ud83d\ude34\n\u2022 More energy the next morning\n\u2022 Less negative thoughts\n\nSimple spinal mobility routine that resets your nervous system. https://t.co/wDQASz55fV",
        "like_count": 1201,
        "retweet_count": 214,
        "reply_count": 2,
        "view_count": 147952,
        "id": "2052082512533348404",
        "created_at": "Wed May 06 17:46:11 +0000 2026"
      },
      {
        "author": "LeddyLLC",
        "text": "Magnesium glycinate is the most powerful sleep aid on Earth.\n\nOne dose calms nighttime anxiety, boosts deep sleep by 30%, then leaves you recharged and clear-headed by morning.\n\nIn this thread, I\u2019ll explain how it works and how to use it safely\ud83e\uddf5",
        "like_count": 534,
        "retweet_count": 59,
        "reply_count": 16,
        "view_count": 90838,
        "id": "2066167185740046526",
        "created_at": "Sun Jun 14 14:33:39 +0000 2026"
      },
      {
        "author": "cwayneshuck",
        "text": "You sleep 8hrs every night but still feel exhausted?\n\nYou don\u2019t need more sleep.\n\nYou need better sleep.\n\nStudies show sleep QUALITY will 10x your energy and focus.\n\nHere's Dr. Huberman\u2019s 5-step deep sleep protocol (get 40% better sleep tonight): https://t.co/bqhbaNPcNF",
        "like_count": 118,
        "retweet_count": 9,
        "reply_count": 7,
        "view_count": 35512,
        "id": "1915167274756960532",
        "created_at": "Wed Apr 23 22:13:55 +0000 2025"
      },
      {
        "author": "PathOf_Legacy",
        "text": "Crazy benefits of Testosterone (save this fast):\n\nIncreased manliness \nHigher energy levels\nImproved mood\nIncreased motivation\nBetter focus\nReduced brain fog\nReduced body fat\nStronger bones\nImproved cardiovascular health\nFaster recovery\nHealthier skin\nIncreased resilience to stress\nIncreased libido\nImproved erectile function\nBetter fertility\nHigher confidence\nEnhanced dominance and leadership\nImproved social interactions\nReduced fear\nSlower aging process\nReduced risk of chronic diseases\nEnhanced immune system\nGreater strength and endurance\nImproved agility and coordination\nHeightened competitiveness\nBetter sleep\nIncreased vitality\nEnhanced relationships",
        "like_count": 102,
        "retweet_count": 12,
        "reply_count": 1,
        "view_count": 12082,
        "id": "2066075671915340102",
        "created_at": "Sun Jun 14 08:30:00 +0000 2026"
      },
      {
        "author": "femalelongevity",
        "text": "Wind down / sleep routine that\u2019s given me exceptional sleep scores for years (95+ consistently on Oura) \n\n1. Eat early I\u2019m done by 3 pm \n2. No phones close to bed \n3. Red lights in whole home after 6 (or blue light blockers) \n4. Room for sleep and sex only no work or TV \n5. Cool room (65F) \n6. Cooling bed @eightsleep \n7. Room mitigated for EMFs (used to sleep in Faraday cage when in major cities) \n8. Multiple air scrubbers for white noise but more importantly, extremely low VOC room (VOCs can disrupt sleep) \n9. Wind down 60 mins before bed (read, breathwork etc) \n10. Mag glycinate in evening \n11. Consistent sleep and wake times \n12. Exercise during the day for better sleep at night \n13. Morning sun daily for circadian optimization \n14. Organic weighted blanket \n15. \u201cLight lock\u201d blackout shades\n\n:)",
        "like_count": 82,
        "retweet_count": 5,
        "reply_count": 4,
        "view_count": 9397,
        "id": "2067012576974696675",
        "created_at": "Tue Jun 16 22:32:56 +0000 2026"
      },
      {
        "author": "nicktheriot_",
        "text": "Stage 1 ads = \"Sleep better\"\n\nStage 2 ads = \"Fall asleep in 15 minutes and wake up refreshed without grogginess\"\n\nStage 3 ads = \"Deep sleep using this magnesium + L-theanine stack\"\n\nStage 4 ads = \"Better sleep quality + no 3am wakeups without prescription meds\"\n\nStage 5 ads = \"Sleep aid for insomniacs who've tried melatonin, Ambien, and sleep tracking apps and still wake up exhausted\"",
        "like_count": 130,
        "retweet_count": 7,
        "reply_count": 10,
        "view_count": 7378,
        "id": "2030839514671820802",
        "created_at": "Mon Mar 09 02:54:06 +0000 2026"
      },
      {
        "author": "dang_duytan",
        "text": "Most people think better sleep is a personal habit problem.\n\nEvery day we generate signals through our sleep patterns, recovery cycles, energy levels, and daily routines. Yet most of this information remains fragmented and underutilized.\n\n@Sleepagotchi is building a different approach.\n\nInstead of treating sleep as passive tracking, it transforms healthy habits into an interactive experience where consistency matters and progress becomes measurable.\n\nWhat stands out is the idea of aligning wellness with digital incentives.\n\nWhen technology helps users understand their recovery, improve routines, and stay engaged over the long term, healthier behavior becomes easier to maintain.\n\nThe future of wellness may not be about collecting more data.\n\nIt may be about creating systems that motivate people to actually act on it.\n\nThat is why Sleepagotchi is an interesting project to watch.",
        "like_count": 254,
        "retweet_count": 1,
        "reply_count": 278,
        "view_count": 5152,
        "id": "2067467633872801918",
        "created_at": "Thu Jun 18 04:41:10 +0000 2026"
      },
      {
        "author": "DrKristieLeong",
        "text": "There's a reason birds rise with the sun and get plenty of exercise. Nature has its own sleep hack \u2013 sunlight and movement. Try it and see the difference in your sleep quality! #health #healthylifestyle https://t.co/ZCyVLt5m8E",
        "like_count": 160,
        "retweet_count": 39,
        "reply_count": 10,
        "view_count": 4771,
        "id": "1780916963075633573",
        "created_at": "Thu Apr 18 11:11:06 +0000 2024"
      },
      {
        "author": "Sukkushetty1988",
        "text": "TOP 6 FOODS FOR BETTER SLEEP\n\n\ud83c\udf19Tired of tossing and turning?  \n\nYour sleep might be one delicious bite away.  \n\nHere are the Top 6 Foods Scientifically Shown to Support Deeper, More Restful Sleep \u2014 backed by nutrition & sleep experts.  \n\nSwipe through \u2192 Save this thread for your next grocery run! \ud83d\udc47",
        "like_count": 80,
        "retweet_count": 36,
        "reply_count": 57,
        "view_count": 3784,
        "id": "2067494393632985149",
        "created_at": "Thu Jun 18 06:27:30 +0000 2026"
      },
      {
        "author": "DrKristieLeong",
        "text": "Struggling to sleep? An evening sauna can boost the quality and duration of your sleep. Here's how:\n\n\ud83d\udfe9 Improved Melatonin Production\nSauna use stimulates the production of melatonin, the sleep hormone, helping you fall asleep faster and enjoy deeper sleep.\n\n\ud83d\udfe9 Temperature Regulation\nThe cooling process after a sauna session mimics the natural temperature drop before sleep, signaling your brain to prepare for rest.\n\n\ud83d\udfe9 Increased Deep Sleep\nEvening sauna sessions can boost deep sleep by up to 70% in the first two hours of rest.\n\n\ud83d\udfe9 Stress Reduction\nSaunas promote relaxation, improve mood, and reduce stress, making it easier to fall asleep and return to sleep if awakened.\n\n\ud83d\udfe9 Pain Management\nSauna use can alleviate chronic pain, potentially leading to better sleep quality.\n\nAlthough less well studied, a hot bath may offer similar benefits. \n\n#healthylifestyle \n#SaunaBenefits",
        "like_count": 64,
        "retweet_count": 13,
        "reply_count": 7,
        "view_count": 3742,
        "id": "1896193777036873911",
        "created_at": "Sun Mar 02 13:40:00 +0000 2025"
      },
      {
        "author": "MasculineA7",
        "text": "4. Magnesium Glycinate (400mg at night)  \n\nRelaxes blood vessels, boosts free testosterone, and improves deep sleep.  \n\nDeficiency kills circulation and recovery.  \n\nTake every night watch your morning wood come back. https://t.co/sJEbCW1IVQ",
        "like_count": 16,
        "retweet_count": 1,
        "reply_count": 1,
        "view_count": 3083,
        "id": "2067208441651982747",
        "created_at": "Wed Jun 17 11:31:14 +0000 2026"
      },
      {
        "author": "Hundert1000",
        "text": "I decided to cut my caffeine intake a little bit to see if it leads to better sleep/ being less tired through the day\n\nReducing from ~5/6 double espresso daily to ~2 and filling the rest of my love for coffee with decaf\n\nSurprisingly not all decaf tastes like shit, this one I found is actually just as good as normal coffee",
        "like_count": 20,
        "retweet_count": 0,
        "reply_count": 9,
        "view_count": 2957,
        "id": "2067992902538526771",
        "created_at": "Fri Jun 19 15:28:24 +0000 2026"
      },
      {
        "author": "DrKristieLeong",
        "text": "There's a reason birds rise with the sun and get plenty of exercise. Nature has its own sleep hack \u2013 sunlight and movement. Try it and see the difference in your sleep quality! #health #healthylifestyle https://t.co/jpzdbf4NMI",
        "like_count": 100,
        "retweet_count": 26,
        "reply_count": 6,
        "view_count": 2625,
        "id": "1810285240637632583",
        "created_at": "Mon Jul 08 12:10:09 +0000 2024"
      },
      {
        "author": "Sashaz04",
        "text": "since quitting weed I\u2019ve noticed better sleep, more confidence, no anxiety, and dramatically improved mental acuity.\n\nIt was honestly one of the hardest addictions for me to beat, and looking back, it may have been the biggest net negative in my life. Crazy to say, but it\u2019s true.",
        "like_count": 73,
        "retweet_count": 17,
        "reply_count": 3,
        "view_count": 1772,
        "id": "2067271601414869084",
        "created_at": "Wed Jun 17 15:42:12 +0000 2026"
      },
      {
        "author": "itsbookgains",
        "text": "Reading a relaxing fiction book in bed is one of the best hacks for getting better sleep.",
        "like_count": 26,
        "retweet_count": 4,
        "reply_count": 3,
        "view_count": 1249,
        "id": "2067168061250249112",
        "created_at": "Wed Jun 17 08:50:46 +0000 2026"
      },
      {
        "author": "Fitness__Lab",
        "text": "11 BENEFITS OF EXERCISE TO GET YOU BACK IN THE GYM\n\n\u2022 Reverse aging\n\u2022 Increases flexibility\n\u2022 Improves memory\n\u2022 Look younger\n\u2022 Boosts your mood\n\u2022 Improves heart health\n\u2022 Pep in your step\n\u2022 Better sleep\n\u2022 Better skin\n\u2022 Boosts metabolism\n\u2022 Posture improvement",
        "like_count": 12,
        "retweet_count": 1,
        "reply_count": 1,
        "view_count": 973,
        "id": "2066435114024698266",
        "created_at": "Mon Jun 15 08:18:18 +0000 2026"
      },
      {
        "author": "JeetShekhawat00",
        "text": "I used to get wrecked by 3pm crashes every day. \n\nIt was my normal.\n\nWhat actually changed everything for me: \n\ud83d\udecc Better sleep\n\ud83e\udd69 Protein-first meals\n\ud83d\udca7Consistent hydration\n\ud83d\udeb610-min walk after lunch  \n\nEnergy is stable all day now.",
        "like_count": 21,
        "retweet_count": 2,
        "reply_count": 1,
        "view_count": 798,
        "id": "2067366953606320485",
        "created_at": "Wed Jun 17 22:01:06 +0000 2026"
      },
      {
        "author": "holisticbaddie",
        "text": "The only supplement I\u2019m currently taking. \n\nWhy? \n-Better sleep \n-Supports Collagen Production \n-Muscle Recovery\n-Promotes Relaxation https://t.co/Zs9qpy621G",
        "like_count": 18,
        "retweet_count": 0,
        "reply_count": 5,
        "view_count": 780,
        "id": "2067990395036819646",
        "created_at": "Fri Jun 19 15:18:26 +0000 2026"
      },
      {
        "author": "CircleVang",
        "text": "so some of you asked, \u201chow does a sleep app actually help?\u201d\n\nthe answer is simple\n\nit turns sleep into a daily loop your brain can follow\n\n-> not just tracking sleep after it happens\n\n-> but pushing you before you mess it up\n\n-> set bedtime + wake-up target\n\n-> so your night has a structure\n\n-> dino gives habit nudges\n\n-> like avoid caffeine after 2pm\n\n-> don\u2019t go to bed hungry\n\n-> take a nap when you\u2019ve earned it\n\n-> daily morning rewards\n\n-> so waking up feels like progress\n\n-> card collecting + upgrades\n\n-> so the app doesn\u2019t feel boring\n\n-> you actually have a reason to check in\n\n-> streak + app flow\n\n-> slowly builds consistency day by day\n\nbeen using @sleepagotchi for a while now,\n\nand ngl this is the part i like most\n\nit makes better sleep feel less like discipline, and more like a cute habit game",
        "like_count": 47,
        "retweet_count": 5,
        "reply_count": 34,
        "view_count": 604,
        "id": "2067479210927731050",
        "created_at": "Thu Jun 18 05:27:10 +0000 2026"
      },
      {
        "author": "Musty_hasheedu",
        "text": "Gm gSleep \n\nDid you know that good sleep affects your energy, focus, mood, and daily performance?\nThat's the idea behind @Sleepagotchi.\nSleepagotchi is an AI-powered wellness app that helps people build better sleep habits. Instead of encouraging more screen time, it rewards users for maintaining healthy sleep routines.\nHere's how it works:\n      Track your sleep habits\n       Take care of a Dino companion that grows as you stay consistent\n       Receive personalized wellness insights from AI\n       Earn rewards for building healthy routines\nWhat makes Sleepagotchi different is its focus on real-life habits. Sleep is something everyone already does, so the platform helps users improve a natural behavior rather than creating another task to manage.\nThe bigger vision is simple: use AI and sleep data to help people understand their health better and make small improvements that lead to long-term wellness.\nBetter sleep \u2192 Better recovery \u2192 Better focus \u2192 Better daily performance.\nSometimes the most powerful habits are the simplest ones.",
        "like_count": 59,
        "retweet_count": 6,
        "reply_count": 55,
        "view_count": 381,
        "id": "2067856902294237511",
        "created_at": "Fri Jun 19 06:27:59 +0000 2026"
      }
    ]
  },
  "Q10: Posture & ergonomics": {
    "query": "\"posture\" OR \"ergonomic\" min_faves:50 min_retweets:5",
    "raw": 20,
    "filtered": 17,
    "fp_count": 3,
    "fp_reasons": {
      "corporate posture": 1,
      "keyword 'posture' only in @handle": 2
    },
    "tweets": [
      {
        "author": "NoFilterSkin",
        "text": "IF YOU'RE REBUILDING YOUR LIFE AFTER 35, START WITH THESE 12 THINGS.\ud83e\uddf5\n\n1. Fix your teeth, skin, and posture",
        "like_count": 5345,
        "retweet_count": 653,
        "reply_count": 49,
        "view_count": 2523886,
        "id": "2063668199325847620",
        "created_at": "Sun Jun 07 17:03:34 +0000 2026"
      },
      {
        "author": "Rainmaker1973",
        "text": "No cameras. No sensors.\nJust Wi-Fi reading human movement.\n\nResearchers at Carnegie Mellon University have developed a system that uses standard WiFi routers to detect human movement through walls\u2014without any cameras. \n\nBy applying AI and DensePose model, the system turns WiFi signals into detailed maps of body posture in real time.",
        "like_count": 555,
        "retweet_count": 148,
        "reply_count": 31,
        "view_count": 91082,
        "id": "2067396877025443901",
        "created_at": "Thu Jun 18 00:00:00 +0000 2026"
      },
      {
        "author": "csaba_kissi",
        "text": "Sitting posture for developers is super important.\n\nDo you use an ergonomic chair? https://t.co/1EQ3FfEexk",
        "like_count": 336,
        "retweet_count": 41,
        "reply_count": 105,
        "view_count": 47426,
        "id": "1853354975402881358",
        "created_at": "Mon Nov 04 08:33:54 +0000 2024"
      },
      {
        "author": "TopSpeedGolf",
        "text": "Have\u00a0you\u00a0ever\u00a0felt\u00a0like\u00a0your\u00a0downswing\u00a0is\u00a0out\u00a0of\u00a0sync,\u00a0as\u00a0if\u00a0your\u00a0arms\u00a0are\u00a0on\u00a0their\u00a0own\u00a0mission\u00a0apart\u00a0from\u00a0your\u00a0body?\u00a0It's\u00a0a\u00a0common\u00a0issue\u2014swinging\u00a0steeply\u00a0can\u00a0cause\u00a0a\u00a0whole\u00a0array\u00a0of\u00a0problems,\u00a0from\u00a0hitting\u00a0the\u00a0ball\u00a0off\u00a0to\u00a0the\u00a0right,\u00a0hooking,\u00a0chunking,\u00a0and\u00a0feeling\u00a0disconnected.\u00a0The\u00a0right\u00a0elbow\u2019s\u00a0position\u00a0plays\u00a0a\u00a0pivotal\u00a0role\u00a0in\u00a0managing\u00a0these\u00a0downswing\u00a0issues.\u00a0Simply\u00a0put,\u00a0if\u00a0your\u00a0right\u00a0elbow\u00a0is\u00a0out\u00a0of\u00a0alignment,\u00a0syncing\u00a0up\u00a0your\u00a0swing\u00a0becomes\u00a0nearly\u00a0impossible.\n\n**First\u00a0Move\u00a0of\u00a0the\u00a0Downswing:\u00a0Tucking\u00a0the\u00a0Elbow**\n\nWhen\u00a0initiating\u00a0your\u00a0downswing,\u00a0the\u00a0key\u00a0is\u00a0to\u00a0ensure\u00a0your\u00a0right\u00a0elbow\u00a0tucks\u00a0into\u00a0your\u00a0right\u00a0side.\u00a0This\u00a0initial\u00a0move\u00a0helps\u00a0you\u00a0shallow\u00a0the\u00a0club\u00a0and\u00a0aligns\u00a0it\u00a0perfectly,\u00a0with\u00a0the\u00a0club\u00a0pointing\u00a0at\u00a0the\u00a0golf\u00a0ball\u00a0or\u00a0just\u00a0outside\u00a0of\u00a0it\u00a0when\u00a0you're\u00a0halfway\u00a0through\u00a0your\u00a0downswing.\u00a0It's\u00a0a\u00a0position\u00a0that\u00a0empowers\u00a0you\u00a0to\u00a0direct\u00a0your\u00a0full\u00a0energy\u00a0efficiently\u00a0into\u00a0the\u00a0ball,\u00a0reducing\u00a0reliance\u00a0on\u00a0timing.\n\nShould\u00a0your\u00a0elbow\u00a0pop\u00a0out\u00a0early\u00a0instead,\u00a0you\u00a0create\u00a0a\u00a0steep\u00a0club\u00a0path,\u00a0leading\u00a0to\u00a0inconsistent\u00a0hits\u00a0and\u00a0potential\u00a0wrist\u00a0strain.\u00a0Remember,\u00a0a\u00a0rogue\u00a0elbow\u00a0often\u00a0results\u00a0in\u00a0losing\u00a0the\u00a0angle\u00a0of\u00a0lag\u00a0and,\u00a0consequently,\u00a0makes\u00a0solid\u00a0contact\u00a0elusive.\n\n**Creating\u00a0Daylight\u00a0with\u00a0the\u00a0Daylight\u00a0Elbow\u00a0Tuck**\n\nIf\u00a0you\u00a0tuck\u00a0the\u00a0elbow\u00a0correctly,\u00a0you\u2019ll\u00a0notice\u00a0a\u00a0slight\u00a0gap\u00a0between\u00a0your\u00a0left\u00a0arm\u00a0and\u00a0right\u00a0elbow.\u00a0This\u00a0'daylight'\u00a0indicates\u00a0you\u2019re\u00a0creating\u00a0enough\u00a0space\u00a0to\u00a0release\u00a0the\u00a0club\u00a0naturally.\u00a0In\u00a0turn,\u00a0this\u00a0space\u00a0allows\u00a0your\u00a0body\u00a0to\u00a0prepare\u00a0for\u00a0a\u00a0powerful\u00a0release\u00a0at\u00a0the\u00a0point\u00a0just\u00a0ahead\u00a0of\u00a0the\u00a0ball.\n\n**Rope\u00a0Pull\u00a0Analogy:\u00a0The\u00a0Ideal\u00a0Body\u00a0Mechanics**\n\nPicture\u00a0holding\u00a0a\u00a0heavy\u00a0weight\u00a0attached\u00a0to\u00a0a\u00a0rope\u00a0or\u00a0imagine\u00a0pulling\u00a0a\u00a0car\u00a0with\u00a0a\u00a0rope.\u00a0You\u00a0wouldn't\u00a0merely\u00a0push\u00a0it\u00a0forward;\u00a0instead,\u00a0you\u2019d\u00a0situate\u00a0your\u00a0body\u00a0to\u00a0pull\u00a0effectively.\u00a0Engage\u00a0your\u00a0right\u00a0elbow\u00a0by\u00a0feeling\u00a0like\u00a0your\u00a0funny\u00a0bone\u00a0is\u00a0sticking\u00a0to\u00a0your\u00a0right\u00a0shirt\u00a0seam.\u00a0As\u00a0your\u00a0body\u00a0opens\u00a0up\u00a0during\u00a0the\u00a0swing,\u00a0this\u00a0feeling\u00a0helps\u00a0create\u00a0a\u00a0dynamic\u00a0and\u00a0powerful\u00a0position.\n\nMaintaining\u00a0body\u00a0rotation\u00a0is\u00a0critical.\u00a0Many\u00a0players\u00a0make\u00a0the\u00a0mistake\u00a0of\u00a0stopping\u00a0their\u00a0body\u2019s\u00a0rotation\u00a0to\u00a0get\u00a0their\u00a0arms\u00a0ahead:\u00a0a\u00a0posture\u00a0that\u00a0complicates\u00a0the\u00a0swing.\u00a0Keep\u00a0the\u00a0rotation\u00a0flowing,\u00a0allowing\u00a0your\u00a0hips\u00a0and\u00a0chest\u00a0to\u00a0guide\u00a0the\u00a0club\u00a0toward\u00a0impact.\n\n**Executing\u00a0the\u00a0Perfect\u00a0Downswing**\n\nReflect\u00a0on\u00a0these\u00a0fundamentals:\u00a0tuck\u00a0your\u00a0elbow\u00a0early,\u00a0feel\u00a0the\u00a0connection\u00a0of\u00a0that\u00a0funny\u00a0bone\u00a0against\u00a0your\u00a0body,\u00a0and\u00a0keep\u00a0rotating.\u00a0Employing\u00a0these\u00a0techniques\u00a0provides\u00a0a\u00a0sense\u00a0of\u00a0power\u00a0and\u00a0control.\u00a0Much\u00a0like\u00a0pulling\u00a0that\u00a0rope,\u00a0transferring\u00a0this\u00a0mental\u00a0image\u00a0to\u00a0your\u00a0golf\u00a0swing\u00a0unlocks\u00a0swing\u00a0potential.\u00a0Now,\u00a0go\u00a0hit\u00a0those\u00a0awe-inspiring\u00a0shots\u00a0with\u00a0confidence!\n\nWith\u00a0these\u00a0adjustments\u00a0to\u00a0your\u00a0downswing,\u00a0you\u2019re\u00a0on\u00a0a\u00a0path\u00a0to\u00a0smoother\u00a0swings\u00a0and\u00a0more\u00a0consistent\u00a0golf\u00a0shots.\u00a0Practice\u00a0and\u00a0apply\u00a0these\u00a0tips,\u00a0and\u00a0you\u2019ll\u00a0soon\u00a0see\u00a0the\u00a0difference\u00a0they\u00a0can\u00a0make!",
        "like_count": 123,
        "retweet_count": 9,
        "reply_count": 1,
        "view_count": 42410,
        "id": "2066870407488229495",
        "created_at": "Tue Jun 16 13:08:00 +0000 2026"
      },
      {
        "author": "CadioArena",
        "text": "If you can hold these for just 1 minute daily\u2026 you\u2019ll:\n\n\u2022 Fix forward head posture  \n\u2022 Relieve lower back pain  \n\u2022 Reverse slouching  \n\nSimple. Effective. Life-changing.\n\nYour future posture is waiting \ud83d\udcab\n\nSave & try it today! https://t.co/pak7gUnSl0",
        "like_count": 548,
        "retweet_count": 109,
        "reply_count": 0,
        "view_count": 34723,
        "id": "2067486866765390315",
        "created_at": "Thu Jun 18 05:57:35 +0000 2026"
      },
      {
        "author": "DrKristieLeong",
        "text": "Your hips just called.\n\nThey want their power back.\n\nMost of us sit and slump for hours. Then we wonder why our back aches and energy crashes by 3pm.\n\nWeak glutes are quietly sabotaging your posture, core stability, and long-term mobility.\n\nThe fix? One simple move: the Glute Bridge.\n\nI recommend it daily. \n\nScience shows it rebuilds glute strength, stabilizes your lower back, improves posture, and reduces pain. \n\nMany people notice better energy and fewer aches in 4-6 weeks.\n\n\u2705 How to do it:\n\nLie on your back, knees bent, feet flat on floor hip-width apart.\nLift hips toward ceiling by squeezing glutes (keep core tight, avoid arching back).\nHold 2-3 seconds at top, then lower slowly.\nAim for 10-15 reps, 2-3x daily \u2014 even during work breaks.\n\nYour glutes (and back) will thank you.\n\n#GluteBridge \n#Over40Fitness \n#BackPainRelief",
        "like_count": 492,
        "retweet_count": 63,
        "reply_count": 15,
        "view_count": 32633,
        "id": "2066168813943464206",
        "created_at": "Sun Jun 14 14:40:07 +0000 2026"
      },
      {
        "author": "TopSpeedGolf",
        "text": "When I stand up out of my posture, my hips go in toward the golf ball. My spine straightens up and my shirt buttons actually get farther away from the golf ball. And what pros do is the exact opposite.\n\nCheck out the Blue Brick\nhttps://t.co/ZdASsXryDu https://t.co/3yH2wZ85KS",
        "like_count": 92,
        "retweet_count": 5,
        "reply_count": 1,
        "view_count": 18983,
        "id": "2066528100767170878",
        "created_at": "Mon Jun 15 14:27:48 +0000 2026"
      },
      {
        "author": "kerrodgraygolf",
        "text": "Maximum Power and Compression! In this golf lesson, I demonstrate how to improve your transition and generate more power in the downswing. This technique helps golfers avoid reverse pivoting and maintain posture through the swing. CHAPTERS 0:00 \u2013 How to Make a Powerful Downswing https://t.co/o0RFGJ1VUK",
        "like_count": 121,
        "retweet_count": 5,
        "reply_count": 0,
        "view_count": 17447,
        "id": "2067488481736044811",
        "created_at": "Thu Jun 18 06:04:00 +0000 2026"
      },
      {
        "author": "CalisthenicKyle",
        "text": "Most of your problems can be solved by Practicing 4 things on a Daily basis\u2026 all for Free!\n\n1. Horse Stance (Ma Bu) is a Foundational Exercise & Posture from Kung Fu\u2026 a Martial Art.\n\nEverybody has access to this!!\n\nPractice multiple times throughout the day in beautiful spots when Convenient.\n\nBy far the most Powerful Exercise on the planet when Practiced in High Volumes\u2026 Consistently.\n\nAlways sit in a Horse Stance!",
        "like_count": 81,
        "retweet_count": 6,
        "reply_count": 4,
        "view_count": 14598,
        "id": "2066206781035184579",
        "created_at": "Sun Jun 14 17:10:59 +0000 2026"
      },
      {
        "author": "PostureUni",
        "text": "Fix Neck Hump & Rounded Shoulders FAST \ud83d\udcaa\n\nDo these 4 moves every day:\n\n\u2705 25 Elbow Pullbacks \u2192 Neck hump slowly disappears\n\u2705 20 External Rotations \u2192 Shoulders open up again\n\u2705 15 Arm Stretches Behind Back \u2192 Reverse bad sitting posture\n\u2705 20 Shoulder Blade Mobilizations https://t.co/uxD96I8UIL",
        "like_count": 321,
        "retweet_count": 79,
        "reply_count": 3,
        "view_count": 10288,
        "id": "2067486214211751979",
        "created_at": "Thu Jun 18 05:55:00 +0000 2026"
      },
      {
        "author": "AvelyrahnAI",
        "text": "Created with GPT Image 2 on Chatgpt\n\nPrompt:\n\nUltra-realistic cinematic portrait using the uploaded reference photo as the ONLY face source, preserving exact facial features, skin tone, and identity with absolute precision (100% face match \u2014 no changes).\nUltra-realistic cinematic portrait of a young woman standing gracefully among lush blooming hydrangea bushes in a sunlit botanical garden during golden morning light. The composition is a vertical fashion-photography frame captured from a slightly elevated eye-level angle, creating a soft candid atmosphere.\nThe woman is positioned slightly off-center, partially hidden behind large green hydrangea leaves and clusters of white and pale blue blossoms. She stands with a gentle relaxed posture, shoulders naturally lowered, body turned approximately 20 degrees toward the camera while her head is slightly tilted downward and subtly angled to her left. Her gaze is directed downward toward the flowers instead of looking into the lens, creating a dreamy, shy, contemplative https://t.co/iZFfp9cOU5 hand delicately holds a hydrangea stem at waist level, fingers softly curved around the stem without tension. The other arm rests naturally beside her body, partially concealed by flowers and foliage. Her expression is calm and innocent, with relaxed lips and a subtle thoughtful look. She has long, straight dark brown hair cascading over both shoulders, illuminated by warm sunlight that creates natural highlights.She wears a delicate pastel floral dress with soft watercolor tones of lavender, blue, mint, and blush pink, featuring lace trim details and a romantic cottagecore aesthetic. A sheer white lightweight cardigan drapes loosely over her shoulders and arms, adding softness and movement. The environment features dense hydrangea bushes in the foreground, creating layered depth and natural framing around the subject. Behind her, a winding stone staircase softly disappears into the background among trees and greenery. Sunlight filters through the leaves overhead, producing natural dappled light patterns across the scene. Lighting is warm golden-hour sunlight from the upper right side, creating soft highlights on her hair, cheeks, shoulders, and flowers. Gentle shadows fall across portions of her face and dress, adding realism and dimension. The background melts into creamy bokeh with a shallow depth of field, emphasizing the subject while preserving the magical garden atmosphere Photography style: ultra-realistic, luxury fashion editorial, botanical portrait photography, natural candid pose, dreamy romantic aesthetic, shallow depth of field, soft bokeh, cinematic color grading, 85mm lens, f/1.8 aperture, HDR, highly detailed skin texture, realistic fabric details, natural sunlight, magazine-quality image, serene fairytale garden mood, photorealistic, 8K resolution.",
        "like_count": 205,
        "retweet_count": 6,
        "reply_count": 42,
        "view_count": 9054,
        "id": "2065990074014339234",
        "created_at": "Sun Jun 14 02:49:52 +0000 2026"
      },
      {
        "author": "tahakanizibwa",
        "text": "Sitting posture check:\nGraceful or room for improvement? Be kind\ud83d\ude0a https://t.co/aPpndJk7Oz",
        "like_count": 306,
        "retweet_count": 25,
        "reply_count": 47,
        "view_count": 7873,
        "id": "2067615296966238209",
        "created_at": "Thu Jun 18 14:27:55 +0000 2026"
      },
      {
        "author": "selfupgrade222",
        "text": "10 WAYS TO INCREASE YOUR AURA:\n\n1. Walk slowly but with confidence.\n2. Keep eye contact, but don't force it.\n3. Speak less and listen more.\n4. Dress clean and simple, not for attention.\n5. Stay calm when others lose control.\n6. Don't explain yourself to everyone.\n7. Respect people without seeking their approval.\n8. Smile naturally, not constantly.\n9. Maintain good posture wherever you go.\n10. Let your actions speak louder than your words.",
        "like_count": 220,
        "retweet_count": 31,
        "reply_count": 0,
        "view_count": 7353,
        "id": "2066094544467505617",
        "created_at": "Sun Jun 14 09:45:00 +0000 2026"
      },
      {
        "author": "DrKristieLeong",
        "text": "The #1 Yoga Move That Fixes \u201cDesk Body\u201d & Protects Your Back After 50 \ud83d\udc36\n\nHours of sitting and hunching quietly destroy your posture, tighten your chest, and invite back pain.\n\nThe fix? Upward-Facing Dog (Urdhva Mukha Svanasana).\n\nThis movement strengthens the upper back, opens chest & shoulders. It also restores spinal mobility, and builds core endurance for better posture and pain-free movement.\n\nHow to do it:\n\n1. Start in a high plank\n2. Lower hips while pressing through hands\n3. Lift chest and head, straighten arms\n4. Keep thighs lifted, shoulders down\n5. Hold 3\u20135 slow breaths\n\nPro tip for 50+: Slight elbow bend if low back strains. Try Cobra as a gentler option.\n\nDo this daily (just 1\u20132 min) and you'll notice taller posture, easier breathing, and less stiffness fast.\n\nDaily practice = better posture & freer movement.\n\nWho\u2019s trying it? \ud83d\udc36 \n\n#YogaOver50 \n#DeskBody\n #BackHealth",
        "like_count": 164,
        "retweet_count": 31,
        "reply_count": 6,
        "view_count": 6071,
        "id": "2066468343654109249",
        "created_at": "Mon Jun 15 10:30:20 +0000 2026"
      },
      {
        "author": "XenPenny",
        "text": "Path and posture \ud83d\udd10 https://t.co/WUWpfKWqHo",
        "like_count": 27,
        "retweet_count": 0,
        "reply_count": 2,
        "view_count": 4684,
        "id": "2067981567486460159",
        "created_at": "Fri Jun 19 14:43:21 +0000 2026"
      },
      {
        "author": "winstonzin",
        "text": "Bad posture doesn't just hurt your back.\n\nIt creates muscle imbalances that cause pain in joints, nerves, and tissues through your whole body.\n\nI\u2019ve struggled with neck pain most of my life.\n\nThese 5 moves fixed it:\n\n(THREAD \ud83e\uddf5) https://t.co/zYL9fpNNVJ",
        "like_count": 23,
        "retweet_count": 20,
        "reply_count": 2,
        "view_count": 3135,
        "id": "2067955580455792742",
        "created_at": "Fri Jun 19 13:00:05 +0000 2026"
      },
      {
        "author": "CamWoodBats",
        "text": "Easiest way to understand posture in hitting! \ud83d\udde3\ufe0f\ud83d\udcdd\u2705\n \n#softball #hitting #posture https://t.co/sL0LOBaUZs",
        "like_count": 28,
        "retweet_count": 5,
        "reply_count": 0,
        "view_count": 1774,
        "id": "2068030364753313847",
        "created_at": "Fri Jun 19 17:57:15 +0000 2026"
      }
    ]
  },
  "Q15: Back/neck pain relief": {
    "query": "\"back pain\" OR \"neck pain\" min_faves:50 min_retweets:5",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "MrHealthnut",
        "text": "I bet you didn\u2019t know you could do qi gong! This is the Zen Swing. It obliterates neck pain and back pain like water on stone. Do it in your living room, outside or in the line at the grocery store. https://t.co/TLOilsFbyw",
        "like_count": 3422,
        "retweet_count": 523,
        "reply_count": 61,
        "view_count": 132446,
        "id": "2031076921044271518",
        "created_at": "Mon Mar 09 18:37:28 +0000 2026"
      },
      {
        "author": "Upworkout",
        "text": "Say goodbye to hunchback, neck pain, and rounded shoulders. Hello to strong, confident posture.\n\nStruggling with bad posture and back pain? Want a straight, sculpted, confident back?\n\nThese 4 easy daily moves can reshape how your back and shoulders look and feel.\n\nNo gym needed. Just stay consistent and stay committed.",
        "like_count": 1010,
        "retweet_count": 212,
        "reply_count": 4,
        "view_count": 66191,
        "id": "2009155962171478307",
        "created_at": "Thu Jan 08 06:51:24 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "Shoulder pain, back pain and neck pain? Do this \ud83d\udc47\u2705\ud83d\udcaf https://t.co/bvKLidy8ef",
        "like_count": 448,
        "retweet_count": 95,
        "reply_count": 4,
        "view_count": 55606,
        "id": "1805675988669386891",
        "created_at": "Tue Jun 25 18:54:38 +0000 2024"
      },
      {
        "author": "sxptinobiel",
        "text": "This looks intense\u2026 \ud83d\ude33  \n\nSeeing someone in a cervical traction device like this always makes me respect the world of physiotherapy. It\u2019s basically a gentle (but firm) way to stretch the neck, create space between the vertebrae, and relieve pinched nerves or chronic neck pain.  \n\nThe therapist is carefully adjusting the harness and pulley system \u2014 you can tell this isn\u2019t something you want to try randomly at home.  \n\nHave you ever tried neck traction or any kind of physical therapy for neck/back pain? Was it helpful, or did it feel weird at first? Share your experience below \ud83d\udc47 (no judgment, we\u2019ve all been there)",
        "like_count": 505,
        "retweet_count": 295,
        "reply_count": 481,
        "view_count": 48815,
        "id": "2043823529666417107",
        "created_at": "Mon Apr 13 22:47:56 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "Struggling with herniated disc pain or chronic lower back pain issues?\nThis gentle routine helps decompress your spine, reduce inflammation and improve mobility https://t.co/klqkABsEww",
        "like_count": 409,
        "retweet_count": 82,
        "reply_count": 1,
        "view_count": 24392,
        "id": "2065801343248289955",
        "created_at": "Sat Jun 13 14:19:55 +0000 2026"
      },
      {
        "author": "healthh_booster",
        "text": "SYMPTOMS YOU SHOULDN'T IGNORE:\n\n1. Lower Back Pain - Kidney Issues \n2. Knee Pain - Vitamin D Deficiency \n3. Shoulder Pain - Gallbladder \n4. Neck Pain - High Blood Pressure\n5. Chest Pain - Acid Reflux\n6. Numb Fingers - Vitamin B12 Deficiency\n7. Burning Feet - Diabetes\n8. Hip Pain - Calcium Deficiency\n9. Headache (Forehead) - Sinusitis\n10. Headache (Back) - High Blood Pressure\n11. Leg Cramps - Magnesium Deficiency\n12. Joint Stiffness - Omega-3 Deficiency\n13. Gum Pain - Vitamin C Deficiency\n14. Stomach Pain - H.Pylori Infections\n15. Mid-back Pain - Pancreas Issues\n16. Bone Pain - Vitamin D Deficiency",
        "like_count": 310,
        "retweet_count": 75,
        "reply_count": 8,
        "view_count": 23650,
        "id": "2047588781331734961",
        "created_at": "Fri Apr 24 08:09:42 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "Exercises back pain, Back relaxing, full back pain relief, back crack https://t.co/30w9ZxFlwx",
        "like_count": 301,
        "retweet_count": 81,
        "reply_count": 0,
        "view_count": 18483,
        "id": "2066833858213880126",
        "created_at": "Tue Jun 16 10:42:46 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "A must for sitters: 5 before bed moves to stop lower back pain https://t.co/6FHptE2iJk",
        "like_count": 246,
        "retweet_count": 25,
        "reply_count": 7,
        "view_count": 16028,
        "id": "2066153079670468760",
        "created_at": "Sun Jun 14 13:37:36 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "A must for sitters: 5 before bed moves to stop lower back pain https://t.co/U5azpfGuoQ",
        "like_count": 181,
        "retweet_count": 34,
        "reply_count": 4,
        "view_count": 13701,
        "id": "2065746457659904480",
        "created_at": "Sat Jun 13 10:41:49 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "Back cracking for back pain relief https://t.co/koZlVmEFOs",
        "like_count": 129,
        "retweet_count": 18,
        "reply_count": 0,
        "view_count": 7714,
        "id": "2066855121024131508",
        "created_at": "Tue Jun 16 12:07:15 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "Try this if you have unbearable back pain https://t.co/qTYLU6yuQX",
        "like_count": 61,
        "retweet_count": 12,
        "reply_count": 1,
        "view_count": 7044,
        "id": "2067233383659250131",
        "created_at": "Wed Jun 17 13:10:20 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "Lower back pain relief https://t.co/bjP5o8azCC",
        "like_count": 160,
        "retweet_count": 30,
        "reply_count": 0,
        "view_count": 6386,
        "id": "2067962290834415844",
        "created_at": "Fri Jun 19 13:26:45 +0000 2026"
      },
      {
        "author": "LearnLoopz",
        "text": "Do this exercise if you have shoulder or neck pain https://t.co/kd2fWSKJyI",
        "like_count": 124,
        "retweet_count": 21,
        "reply_count": 1,
        "view_count": 5860,
        "id": "2067921519326740637",
        "created_at": "Fri Jun 19 10:44:44 +0000 2026"
      },
      {
        "author": "LifeDoctor247",
        "text": "Back pain relief https://t.co/Vded44Vuf1",
        "like_count": 51,
        "retweet_count": 9,
        "reply_count": 0,
        "view_count": 4745,
        "id": "2067258592881697050",
        "created_at": "Wed Jun 17 14:50:31 +0000 2026"
      },
      {
        "author": "IBenita95318",
        "text": "If you sleep on your back and have posture problems (like neck pain or rounded shoulders from staring at phones and screens), try sleeping without a pillow.\n\n\u2713 Why it helps:\n\nYour neck and spine are meant to stay in a straight, natural line.  \nDuring the day, you\u2019re constantly looking down at screens, which bends your neck forward for hours. Over time, this creates bad posture and tightness.\n\n\u2713 When you sleep with no pillow on your back:\n- Your head rests completely flat.\n- Your neck and spine can fully straighten and relax.\n- It gently \u201cdecompresses\u201d and reverses some of that forward bending from the day.\n\nIt\u2019s like giving your spine a natural reset while you sleep.\n\n\u2713 Tip: \n\nStart with just a few nights and see how your neck feels in the morning. Some people use a very thin pillow or towel if completely flat feels strange at first.\n\nThis small change can make a surprisingly big difference in posture and morning stiffness!",
        "like_count": 66,
        "retweet_count": 66,
        "reply_count": 34,
        "view_count": 1916,
        "id": "2065754596807422455",
        "created_at": "Sat Jun 13 11:14:10 +0000 2026"
      },
      {
        "author": "Saghar409",
        "text": "Good posture prevents pain, boosts confidence, improves breathing, and reduces stress. Bad posture leads to back pain, weak muscles, and low energy. Stand tall, feel better!\n\nPhysical Effects:\n\n\u2022Back & Neck Pain: Slouching puts extra pressure on your spine, leading to chronic pain. #posture \n\n\u2022Headaches: Poor posture can strain your neck, triggering tension headaches.\n\n\u2022Breathing Issues: A hunched position compresses your lungs, reducing oxygen intake.#breathing \n\n\u2022Digestive Problems: Slouching after eating can slow digestion and cause acid reflux.",
        "like_count": 119,
        "retweet_count": 33,
        "reply_count": 116,
        "view_count": 963,
        "id": "1898586622028816798",
        "created_at": "Sun Mar 09 04:08:19 +0000 2025"
      },
      {
        "author": "9ja_Ballers",
        "text": "I did 170 mounting climbing (exercise) today and my two legs haven't been in order since.\n\nBtw, how can someon treat lower back pain, I can't bend for long.",
        "like_count": 21,
        "retweet_count": 3,
        "reply_count": 1,
        "view_count": 427,
        "id": "2067910305515004082",
        "created_at": "Fri Jun 19 10:00:11 +0000 2026"
      },
      {
        "author": "Isx_Possible",
        "text": "Exercise to reduce back pain\nTry it right now https://t.co/ocA3COWn4n",
        "like_count": 18,
        "retweet_count": 17,
        "reply_count": 0,
        "view_count": 273,
        "id": "2067560538196910143",
        "created_at": "Thu Jun 18 10:50:20 +0000 2026"
      },
      {
        "author": "nottoju",
        "text": "never had this much back pain in my life",
        "like_count": 10,
        "retweet_count": 0,
        "reply_count": 4,
        "view_count": 165,
        "id": "2067545397858353503",
        "created_at": "Thu Jun 18 09:50:10 +0000 2026"
      },
      {
        "author": "ClovisBED",
        "text": "Good morning I haven\u2019t posted in a while went through a really bad depressive episode. Reta has been trying to work but I\u2019ve been working against it. I\u2019ve also have been having the most debilitating back pain I\u2019ve ever had in my life. https://t.co/Ivx0KHQzgy",
        "like_count": 8,
        "retweet_count": 0,
        "reply_count": 5,
        "view_count": 139,
        "id": "2067567930536063107",
        "created_at": "Thu Jun 18 11:19:42 +0000 2026"
      }
    ]
  },
  "Q16: Office ergonomics": {
    "query": "\"office ergonomics\" OR \"standing desk\" OR \"work from home posture\" min_faves:30",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "CoachDanGo",
        "text": "If I had $100,000 to invest in my health, I'd buy these:\n\n- Sauna\n- Hot tub\n- Home gym\n- Air purifier\n- Meal prep\n- Cold plunge\n- Health coach\n- Water flosser\n- Standing desk\n- Under desk treadmill\n- Functional blood work\n- Red light therapy lamp\n- Incandescent light bulbs\n- Reverse osmosis water filter\n- Great mattress and bedding\n- Membership at the best gym in the area\n\nWhat about you?",
        "like_count": 5515,
        "retweet_count": 352,
        "reply_count": 469,
        "view_count": 1258993,
        "id": "1992562332409466908",
        "created_at": "Sun Nov 23 11:54:14 +0000 2025"
      },
      {
        "author": "ganeshsonawane",
        "text": "Excited to announce launch of Frido Ergoluxe Standing desk and Ergoluxe monitor arms. Links in comments and some features in the video which I shot 2 days back https://t.co/Ei5jPqJFx5",
        "like_count": 241,
        "retweet_count": 12,
        "reply_count": 41,
        "view_count": 152299,
        "id": "2064408933775839374",
        "created_at": "Tue Jun 09 18:06:59 +0000 2026"
      },
      {
        "author": "ganeshsonawane",
        "text": "just shot this crude demo video for upcoming monitor arms and standing desk https://t.co/94tinZTgKQ",
        "like_count": 184,
        "retweet_count": 10,
        "reply_count": 23,
        "view_count": 131083,
        "id": "2063558557854024145",
        "created_at": "Sun Jun 07 09:47:53 +0000 2026"
      },
      {
        "author": "Himanshugoelyt",
        "text": "update - got the Green Soul standing desk. Sleep company one was out of stock https://t.co/lpgWV8GEHR",
        "like_count": 12,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 1325,
        "id": "2067597184661655839",
        "created_at": "Thu Jun 18 13:15:57 +0000 2026"
      },
      {
        "author": "FloreFlos",
        "text": "My boss got me a standing desk!!!! I\u2019m attempting to put it together. \n\nWish me luck. https://t.co/KDlSsHoLft",
        "like_count": 49,
        "retweet_count": 0,
        "reply_count": 12,
        "view_count": 1175,
        "id": "2067616959722905810",
        "created_at": "Thu Jun 18 14:34:32 +0000 2026"
      },
      {
        "author": "Run_Read_Teach",
        "text": "Admittedly spendy, but I use a standing desk. This would be really helpful for the constant plugging in of laptop and other tech on my desk. Thanks friends \u2665\ufe0f\u2665\ufe0f\u2665\ufe0f #Teachersof\ud835\udd4f #clearthelist https://t.co/5MPVkw2QJI https://t.co/oZhw2GpTSa",
        "like_count": 24,
        "retweet_count": 12,
        "reply_count": 4,
        "view_count": 721,
        "id": "2067735722162024744",
        "created_at": "Thu Jun 18 22:26:27 +0000 2026"
      },
      {
        "author": "gaganghotra_",
        "text": "\ud83d\ude02 standing desk at Airbnb https://t.co/MZgHuVMk1l",
        "like_count": 15,
        "retweet_count": 0,
        "reply_count": 2,
        "view_count": 415,
        "id": "2067996766457532609",
        "created_at": "Fri Jun 19 15:43:45 +0000 2026"
      },
      {
        "author": "MensJournal",
        "text": "If your neck, wrists, or back hurt after work, your desk setup may be to blame. Here\u2019s how to fix your home office ergonomics today. https://t.co/e6TAwpLv91",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 374,
        "id": "2067732871729565899",
        "created_at": "Thu Jun 18 22:15:07 +0000 2026"
      },
      {
        "author": "swenlink",
        "text": "Full office desk setup:\n\n - Outdoor standing desk: posture \u2705\n- Sunshine: vitamin D \u2705\n- Birds chirping: connected to nature \u2705\n- Fresh air: no CO2 fog \u2705\n- Green everywhere: calm nervous system \u2705 https://t.co/3dcOX4SP4j",
        "like_count": 5,
        "retweet_count": 0,
        "reply_count": 2,
        "view_count": 369,
        "id": "2067970725835890882",
        "created_at": "Fri Jun 19 14:00:16 +0000 2026"
      },
      {
        "author": "imshreyasr",
        "text": "The setup is finally here. \ud83d\udda5\ufe0f\u2728\n\nBuilt around the JIN Octave Standing Desk- the kind of desk that makes you *want* to sit down and get to work. Or stand. Your call. \ud83d\ude4c \n\n#asmr #deskasmr #desksetup https://t.co/FWHflf9E09",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 68,
        "id": "2067675319725871350",
        "created_at": "Thu Jun 18 18:26:26 +0000 2026"
      },
      {
        "author": "yungmbappe",
        "text": "having a standing desk is one of those things that massively improves the quality of work you\u2019re able to put out",
        "like_count": 1,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 45,
        "id": "2068029399732011255",
        "created_at": "Fri Jun 19 17:53:25 +0000 2026"
      },
      {
        "author": "blocks_ai_",
        "text": "@jjacky Just need a standing desk for optimal focus-maxxing",
        "like_count": 2,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 33,
        "id": "2067715846844395663",
        "created_at": "Thu Jun 18 21:07:28 +0000 2026"
      },
      {
        "author": "sara_mocha",
        "text": "do y\u2019all have standing desk recommendations? \u2026 it\u2019s time \u2600\ufe0f",
        "like_count": 1,
        "retweet_count": 1,
        "reply_count": 1,
        "view_count": 27,
        "id": "2068051894476366053",
        "created_at": "Fri Jun 19 19:22:48 +0000 2026"
      },
      {
        "author": "jameelraphael",
        "text": "Something I think the people in tech that wfh would appreciate:\n\n$60 worth of Facebook Marketplace equipment in my office. pull up tower, standing desk, regular desk.\n\nsummer of cold calling, building revenue, and not getting tech neck.\n\ntech companies spend thousands on ergonomic assessments. i spent $60.\n\nanything else im missing from my setup that people would recommend?",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 12,
        "id": "2068064372136755281",
        "created_at": "Fri Jun 19 20:12:23 +0000 2026"
      },
      {
        "author": "samecheryl",
        "text": "The true power of a standing desk is its flexibility\u2014letting you switch positions to reduce strain and boost energy. \u26a1\ud83e\ude91 Ready to upgrade? Here are key tips for choosing the right one for your\n https://t.co/aYE68hPy0U https://t.co/PoK1E5vCUi",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 4,
        "id": "2067723260708659220",
        "created_at": "Thu Jun 18 21:36:56 +0000 2026"
      },
      {
        "author": "FQdROkzzerFlzRe",
        "text": "Just pulled a \"work smart not hard\" move\u2014used my cat\u2019s napping spot as a standing desk buffer mid-lecture. No prof noticed, my kitty gets extra chin scritches. Win-win win! https://t.co/LWtL66az1F",
        "like_count": 0,
        "retweet_count": 3,
        "reply_count": 0,
        "view_count": 3,
        "id": "2067673369009435133",
        "created_at": "Thu Jun 18 18:18:41 +0000 2026"
      },
      {
        "author": "UrbainczykSells",
        "text": "The true power of a standing desk is its flexibility\u2014letting you switch positions to reduce strain and boost energy. \u26a1\ud83e\ude91 Ready to upgrade? Here are key tips for choosing the right one for your\n https://t.co/EhJgW6Zt9t https://t.co/FjUPvVA0HO",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 2,
        "id": "2067943798811103356",
        "created_at": "Fri Jun 19 12:13:16 +0000 2026"
      },
      {
        "author": "joeynessko07",
        "text": "Tired of cluttered desks killing your focus Try this minimal office setup: a standing desk, a cozy LED lamp, and only the tools you need\u2014boost productivity and calm in 5 mins! https://t.co/gLxmduNHsE",
        "like_count": 0,
        "retweet_count": 1,
        "reply_count": 0,
        "view_count": 2,
        "id": "2067621076293558734",
        "created_at": "Thu Jun 18 14:50:53 +0000 2026"
      },
      {
        "author": "ardele7648",
        "text": "The true power of a standing desk is its flexibility\u2014letting you switch positions to reduce strain and boost energy. \u26a1\ud83e\ude91 Ready to upgrade? Here are key tips for choosing the right one for your needs.\n\n#StandingDesk #WorkHealthy #HomeOfficeSetup #Ergonomic\nhttps://t.co/yajASTuhBW",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 1,
        "id": "2067367004475175257",
        "created_at": "Wed Jun 17 22:01:18 +0000 2026"
      },
      {
        "author": "AWMUnleashed",
        "text": "The standing desk didn't fix anything.\nYou moved from one fixed position to another fixed position.\nSame body.\nSame stiffness.\nSame problem. https://t.co/MBH9ne05z7",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 0,
        "id": "2067623411128414596",
        "created_at": "Thu Jun 18 15:00:10 +0000 2026"
      }
    ]
  },
  "Q17: Insomnia struggles": {
    "query": "\"insomnia\" OR \"can't sleep\" min_faves:100 min_retweets:10",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "fvckfemi_",
        "text": "when the only escape was sleep but I can't even sleep anymore  https://t.co/TIjlpL1wKi",
        "like_count": 4860,
        "retweet_count": 1185,
        "reply_count": 17,
        "view_count": 171187,
        "id": "2065924182416703843",
        "created_at": "Sat Jun 13 22:28:02 +0000 2026"
      },
      {
        "author": "CoachDanCole_",
        "text": "Lastly; Sleep\n\nSleep matters more than most people realize.\n\nPoor sleep spikes cortisol and insulin, both of which add direct burden to an already struggling liver.\n\nChronic insomnia, cortisol and liver dysfunction are deeply connected.\n\nFix your sleep and you take real pressure off your liver overnight.",
        "like_count": 45,
        "retweet_count": 4,
        "reply_count": 2,
        "view_count": 113831,
        "id": "2066873919924273431",
        "created_at": "Tue Jun 16 13:21:57 +0000 2026"
      },
      {
        "author": "Fact",
        "text": "Sleeping without a bra improves quality of sleep by over 95% and is an effective way of treating insomnia.",
        "like_count": 220,
        "retweet_count": 22,
        "reply_count": 7,
        "view_count": 21050,
        "id": "2066790632023015861",
        "created_at": "Tue Jun 16 07:51:00 +0000 2026"
      },
      {
        "author": "ShiningScience",
        "text": "\ud83d\udcaa Want better sleep, less inflammation, and more testosterone? Research shows green tea should be your new go-to.\n\nGreen tea has long been praised for its digestive and antioxidant benefits, but a new study reveals it may also be a powerful ally in boosting testosterone\u2014especially for men over 45. \n\nResearchers found that long-term green tea drinkers had testosterone levels up to 30% higher than non-drinkers, along with significantly lower inflammation and better sleep. These findings suggest that compounds in green tea, like the antioxidant EGCG and the amino acid theanine, may help the body circulate more active testosterone, reduce harmful inflammation, and improve sleep quality\u2014all of which are critical for muscle growth and overall vitality.\n\nThe study, which involved 280 men, compared those who rarely drank green tea with individuals who consumed at least one cup a day for over 20 years. Not only did the long-term drinkers report fewer instances of insomnia and depression, but MRI scans and bloodwork also showed measurable biological advantages. While the research focused on older men, earlier studies suggest green tea may also influence hormones in women, making it a compelling option for anyone looking to enhance their health naturally. For bodybuilders and wellness seekers alike, going green might just be the secret weapon for long-term gains.\n\nSource: Felstead, S. (2025, October). Why green tea could be your new secret weapon for more testosterone. Muscle & Fitness. Study published via the National Library of Medicine.",
        "like_count": 250,
        "retweet_count": 82,
        "reply_count": 7,
        "view_count": 20101,
        "id": "2065612072227070003",
        "created_at": "Sat Jun 13 01:47:49 +0000 2026"
      },
      {
        "author": "Manifest_Lord",
        "text": "And the medical establishment adopted his research without question because it aligned with the factory model.\n\nThey turned the most creative 2 hours of human consciousness into a \"sleep disorder.\"\n\nThey called it \"Insomnia.\u201d",
        "like_count": 31,
        "retweet_count": 1,
        "reply_count": 1,
        "view_count": 16652,
        "id": "2065460028677517358",
        "created_at": "Fri Jun 12 15:43:39 +0000 2026"
      },
      {
        "author": "ShiningScience",
        "text": "Warming your feet triggers a biological shortcut to deeper, more restorative sleep.\n\nSlipping on a pair of socks before climbing under the covers might be the simplest biohack for a better night's rest. When your feet are warm, your blood vessels undergo a process known as vasodilation. This expansion allows heat to redistribute from your core to your extremities, effectively lowering your internal body temperature. This physiological shift serves as a critical biological signal to the brain that the body is ready to transition into a sleep state, making it easier to drift off without tossing and turning.\n\nThe benefits go beyond just falling asleep quickly; they also impact the duration and depth of your rest. Researchers at Seoul National University discovered that participants who wore socks to bed not only fell asleep significantly faster but also enjoyed longer sleep cycles with fewer interruptions throughout the night. For those who frequently struggle with cold feet or insomnia, this low-cost habit supports the body's natural circadian rhythms, ensuring a more seamless and refreshing sleep experience.\n\nsource: Ko, Y., & Lee, J. (2017). Effects of feet warming using bed socks on sleep quality and thermoregulatory responses in a cool environment. Journal of Physiological Anthropology.",
        "like_count": 195,
        "retweet_count": 63,
        "reply_count": 10,
        "view_count": 14593,
        "id": "2066175931245355446",
        "created_at": "Sun Jun 14 15:08:24 +0000 2026"
      },
      {
        "author": "matthewbaszucki",
        "text": "Getting off psych meds has been the hardest thing I've ever done.\n\nA seven-year journey to get off high-dose benzo, antipsychotic, anticonvulsant, & mood stabilizer. \n\nHundreds of nights of insomnia. Heart palpitations. Sometimes I can feel my heartbeat thump in my head & forearms.\n\nCold sweats. Hot flashes. Waves of brutal, torturous anxiety. Hours on end where all I can do is pray to God and ask Him to take it away.\n\nNeurological issues & involuntary muscle spasms. Difficulty walking without pain.\n\nNausea. Reflux. IBS.\n\nI am so close to being off all these meds. Home stretch. Just a few more months.\n\nIf people had any idea how dangerous these medications were, this would be a national scandal. And we're finally waking up. \ud83d\udcaa",
        "like_count": 319,
        "retweet_count": 29,
        "reply_count": 57,
        "view_count": 14464,
        "id": "2065809427152699709",
        "created_at": "Sat Jun 13 14:52:02 +0000 2026"
      },
      {
        "author": "Manifest_Lord",
        "text": "Steven Bartlett just had the world's top sleep doctor on his podcast.\n\nDr. Michael Breus.\n\nHe revealed shocking truths about sleep, chronotypes & insomnia that 99% of people wouldn't know...\n\nHere are my top 6 takeaways:\n\n1. Don't go pee at 3am https://t.co/9MYCTbWNan",
        "like_count": 60,
        "retweet_count": 17,
        "reply_count": 9,
        "view_count": 13761,
        "id": "2067564487666798691",
        "created_at": "Thu Jun 18 11:06:02 +0000 2026"
      },
      {
        "author": "questmoosa",
        "text": "If you feel extremely tired all day with heavy legs but when you try to sleep you have insomnia and can\u2019t fall asleep... supplement vitamin D (10,000-50,000IU once weekly)\n\nIn this case report study, the patient had hypersomnia (excessive sleepiness during the day) and a vitamin D level of 5.9 ng/mL which is very low.\n\nVitamin D supplementation was initiated at a dose of 50,000 IU once weekly, and symptoms improved within 2 weeks.\n\nAt a later follow-up, the patient reported resolution of thigh pain, headaches and hypersomnia, with a significant improvement in low back pain.\n\nVitamin D level was normal at 39 ng/mL at this point\n\nTruly remarkable!",
        "like_count": 119,
        "retweet_count": 8,
        "reply_count": 4,
        "view_count": 5220,
        "id": "2065846946573488576",
        "created_at": "Sat Jun 13 17:21:08 +0000 2026"
      },
      {
        "author": "Scrambledmegx",
        "text": "Fam, I have been STRESSED. For the past few weeks, I am dealing with intense insomnia. \n\nAny tricks or prayers GREATLY APPRECIATED \ud83d\ude4f",
        "like_count": 209,
        "retweet_count": 4,
        "reply_count": 135,
        "view_count": 4045,
        "id": "2067636372966453524",
        "created_at": "Thu Jun 18 15:51:40 +0000 2026"
      },
      {
        "author": "Uwhe_P",
        "text": "Smoking weed can change your life for the better \n\n*You hardly get sick \n*After smoking you won't have a problem eating \n*You won't suffer from insomnia \n*Smoking weed helps you deal with people \n\nSo don't let anyone tell you that smoking weed is bad for you \ud83c\udf40",
        "like_count": 185,
        "retweet_count": 34,
        "reply_count": 9,
        "view_count": 3027,
        "id": "2066887624527167945",
        "created_at": "Tue Jun 16 14:16:25 +0000 2026"
      },
      {
        "author": "MindMatterMoney",
        "text": "Treatment for headache, depression, insomnia, and stress. https://t.co/3ChLEbZMdN",
        "like_count": 86,
        "retweet_count": 14,
        "reply_count": 4,
        "view_count": 2117,
        "id": "2067228688433975466",
        "created_at": "Wed Jun 17 12:51:41 +0000 2026"
      },
      {
        "author": "MetaMorpehus",
        "text": "Your revenue grows when fear no longer holds you back.\n\nMark, a 7-figure tech CEO, spent years trapped in stress and anxiety.\n\nIt kept him awake at night, sabotaged his decisions, and drained his performance.\n\nHe feared losing everything\u2014his money, his business, even his home.\n\nStuck in a cycle of stress, insomnia, and obsessive thoughts, he felt powerless.\n\nAfter working with me, Mark transformed his life and business.\n\nBy fixing his sleep and uncovering the root of his stress, he was able to:\n\n-Be assertive and decisive in high-stakes situations\n-Take bigger, bolder risks to grow his business\n-Regain control over his mind\n\nThis allowed him to travel internationally for work, organize high-profile fundraisers, and network with top CEOs.\n\nIt unlocked greater opportunities for growth.\n\nAnd it can do the exact same for you.",
        "like_count": 20,
        "retweet_count": 1,
        "reply_count": 0,
        "view_count": 2033,
        "id": "2067723591958114493",
        "created_at": "Thu Jun 18 21:38:15 +0000 2026"
      },
      {
        "author": "MindMatterMoney",
        "text": "Treatment for headache, depression, insomnia, and stress. https://t.co/JmgUEIstnj",
        "like_count": 77,
        "retweet_count": 15,
        "reply_count": 2,
        "view_count": 1758,
        "id": "2068003711654453322",
        "created_at": "Fri Jun 19 16:11:21 +0000 2026"
      },
      {
        "author": "Listen_Brothers",
        "text": "If you ever get SICK, eat this;\n\n1. Headache: Bananas\n\n- Magnesium relaxes blood vessels.\n\n2. Constipation: Apples\n\n- High in fiber.\n\n3. Cold: Oranges\n\n- Boost immunity.\n\n4. Sore Throat: Honey\n\n- Soothes and fights bacteria.\n\n5. Upset Stomach: Ginger\n\n- Eases nausea.\n\n6. Fatigue: Oats\n\n- Provides energy.\n\n7. High BP: Beetroot\n\n- Lowers pressure.\n\n8. Anemia: Spinach\n\n- Rich in iron.\n\n9. Diarrhea: Bananas\n\n- Restore potassium.\n\n10. Inflammation: Turmeric\n\n- Anti-inflammatory.\n\n11. Acid Reflux: Melons\n\n- Soothes stomach.\n\n12. Joint Pain: Pineapple\n\n- Reduces swelling.\n\n13. Cough: Pears\n\n- Soothes throat.\n\n14. Low Energy: Dark Chocolate\n\n- Boosts energy.\n\n15. Weak Immunity: Garlic\n\n- Fights infections.\n\n16. High Cholesterol: Avocado\n\n- Lowers bad fat.\n\n17. Stress: Almonds\n\n- Reduces stress.\n\n18. Dehydration: Watermelon\n\n- Rehydrates.\n\n19. Insomnia: Cherries\n\n- Improves sleep.\n\n20. Muscle Cramps: Coconut Water\n\n- Restores electrolytes.",
        "like_count": 23,
        "retweet_count": 1,
        "reply_count": 1,
        "view_count": 1280,
        "id": "2066859212278247550",
        "created_at": "Tue Jun 16 12:23:31 +0000 2026"
      },
      {
        "author": "drewontmisss",
        "text": "Victims of insomnia that lasted years what made it finally stop ?",
        "like_count": 78,
        "retweet_count": 8,
        "reply_count": 0,
        "view_count": 1029,
        "id": "2067613113994625453",
        "created_at": "Thu Jun 18 14:19:15 +0000 2026"
      },
      {
        "author": "HerbalistHenry_",
        "text": "\ud83c\udf43 (Vernonia amygdalina) BITTER LEAVES / ROOTS\n Hausa: Shiwaka / Chusar-doki - Yoruba: Ewuro - Igbo: Onugbu\n\n TREATS / REVERSE \u2b07\ufe0f\n\n 1. Malaria\n 2. Diabetes mellitus\n 3. Hypertension (High blood pressure)\n 4. Diarrhea\n 5. Dysentery\n 6. Intestinal worms (Helminthiasis)\n 7. Stomach ache and colic\n 8. Fever\n 9. Cough\n 10. Pneumonia\n 11. Tuberculosis\n 12. Toothache\n 13. Jaundice\n 14. Hepatitis\n 15. Liver toxicity and disorders\n 16. Kidney diseases\n 17. Breast cancer (Anticancer support)\n 18. Prostate cancer (Anticancer support)\n 19. Infertility\n 20. Schistosomiasis\n 21. Amoebic dysentery\n 22. Constipation\n 23. Obesity and weight management\n 24. Gonorrhea\n 25. Syphilis\n 26. Measles\n 27. Snake bites\n 28. Wounds and lacerations\n 29. Arthritis\n 30. Rheumatism\n 31. Eczema\n 32. Ringworm\n 33. Insomnia\n 34. Typhoid fever\n 35. Peptic ulcers\n 36. Menstrual cramps (Dysmenorrhea)\n 37. Gout\n 38. Asthma\n 39. Scabies\n 40. Candidiasis (Yeast infections)\n 41. General bacterial infections\n 42. Oxidative stress-related diseases\n 43. Anemia\n 44. Scurvy\n 45. Indigestion and bloating\n 46. Edema\n 47. Piles (Hemorrhoids)\n 48. Skin rashes and dermatitis\n 49. Bronchitis\n 50. High cholesterol (Hyperlipidemia)\n\nPreparation & Dosage \u2b07\ufe0f \nGet   BITTER LEAVES  in  Bulk, air-dry and blend bulk to POWDER\n\nSTEEP / SOAK  1  (ONE)  Tablespoon of  BITTER LEAVES  POWDER  or a handful of FRESH  leaves  Inside half litre of boiled water, COVER  it and allow infuse for  10 - 15  minutes or until warm enough to drink. \nDO NOT COOK IT!\nFilter / Sieve & drink whole liquid extract.\nDo this once daily. \n\nYou can take it for 28 days or more ( till you get desired results)\nThere are no negative side effects! \n\n\u26a0\ufe0f Do not take along with Pharmaceutical Medications \n\nKINDLY  REPOST / SHARE  &  Follow @HerbalistHenry_  on  X (Twitter)  \ud83d\ude4f",
        "like_count": 19,
        "retweet_count": 8,
        "reply_count": 0,
        "view_count": 1001,
        "id": "2067230789884952872",
        "created_at": "Wed Jun 17 13:00:02 +0000 2026"
      },
      {
        "author": "OxNipsey",
        "text": "crypto have literally changed my life, now I have, lordosis, amnesia, insomnia, watery & dark eyes \n\nI haven't even made the generational wealth yet\ud83d\udc94",
        "like_count": 43,
        "retweet_count": 2,
        "reply_count": 14,
        "view_count": 699,
        "id": "2067349923222446567",
        "created_at": "Wed Jun 17 20:53:25 +0000 2026"
      },
      {
        "author": "JamesRorge87847",
        "text": "Sleepy weed....for insomnia patients \ud83d\ude0e or if you just want to sleep good lol https://t.co/r3CIClISTJ",
        "like_count": 59,
        "retweet_count": 3,
        "reply_count": 1,
        "view_count": 534,
        "id": "2067406369506877496",
        "created_at": "Thu Jun 18 00:37:43 +0000 2026"
      },
      {
        "author": "lagujalijali",
        "text": "You haven't slept at this hour because you have insomnia, are chasing a deadline, or are you waiting for a chat that won't come through?",
        "like_count": 9,
        "retweet_count": 9,
        "reply_count": 0,
        "view_count": 50,
        "id": "2068039676636880932",
        "created_at": "Fri Jun 19 18:34:15 +0000 2026"
      }
    ]
  },
  "Q9: Fitness & workout": {
    "query": "\"fitness\" OR \"workout\" min_faves:100 min_retweets:10",
    "raw": 20,
    "filtered": 19,
    "fp_count": 1,
    "fp_reasons": {
      "keyword 'fitness' only in @handle": 1
    },
    "tweets": [
      {
        "author": "Dearme2_",
        "text": "Please be HONEST, During your darkest period, what was the best thing you ever did for your mental health?",
        "like_count": 6087,
        "retweet_count": 368,
        "reply_count": 4885,
        "view_count": 2261884,
        "id": "2067235920168775800",
        "created_at": "Wed Jun 17 13:20:25 +0000 2026"
      },
      {
        "author": "DailyFitHQ",
        "text": "A set of home exercises for sculpting the abs. https://t.co/wUpnf1jGQc",
        "like_count": 5402,
        "retweet_count": 741,
        "reply_count": 24,
        "view_count": 708184,
        "id": "2067132040160448646",
        "created_at": "Wed Jun 17 06:27:38 +0000 2026"
      },
      {
        "author": "Rainmaker1973",
        "text": "Research shows a 72-hour fast can completely rebuild your immune system.\n\nA study from the University of Southern California has revealed that fasting for 72 hours can trigger a complete regeneration of the immune system.\nResearchers found that prolonged fasting causes the body to deplete its glucose and fat reserves, forcing it into a detoxifying state that eliminates damaged cells and toxins.\n\nWhen normal eating resumes, stem cells are activated, leading to the production of fresh, healthy white blood cells. This immune reboot effect was observed in both mice and humans, particularly in chemotherapy patients who showed improved immune health after fasting cycles.\n\nLead researcher Dr. Valter Longo explains that during fasting, a gene called PKA is suppressed\u2014this gene must be turned off for stem cells to enter regenerative mode.\n\nAs a result, the immune system essentially clears out older, weaker components and rebuilds itself anew. While more research is needed to explore the full range of benefits across organs, the study suggests that fasting could be a powerful, drug-free strategy for enhancing immunity, especially for those with weakened systems due to aging or cancer treatment.\n\n[Valter Longo. USC Leonard Davis School]",
        "like_count": 7278,
        "retweet_count": 1756,
        "reply_count": 207,
        "view_count": 539284,
        "id": "2067155043023765509",
        "created_at": "Wed Jun 17 07:59:02 +0000 2026"
      },
      {
        "author": "Grind4Gainzz",
        "text": "20 Minutes Full body at home https://t.co/p1RGPV9H1c",
        "like_count": 4462,
        "retweet_count": 452,
        "reply_count": 5,
        "view_count": 510481,
        "id": "2067833591787372936",
        "created_at": "Fri Jun 19 04:55:21 +0000 2026"
      },
      {
        "author": "swishcultures_",
        "text": "7\u20194 Aday Mara NBA Draft workout \ud83d\udd25 he has an elite skillset with a standing reach of 9\u20199\u201d. Mara wasn\u2019t missing in his workout from 3 and his jumper will be used more in the NBA \ud83c\udfa5 @JordanRichardSC https://t.co/tstKFPgATv",
        "like_count": 1958,
        "retweet_count": 152,
        "reply_count": 134,
        "view_count": 508585,
        "id": "2068005442283008208",
        "created_at": "Fri Jun 19 16:18:13 +0000 2026"
      },
      {
        "author": "Grind4Gainzz",
        "text": "Cristiano Ronaldo Famous Abs Workout https://t.co/qx347Q8SSn",
        "like_count": 6940,
        "retweet_count": 927,
        "reply_count": 14,
        "view_count": 489827,
        "id": "2067179010644394185",
        "created_at": "Wed Jun 17 09:34:17 +0000 2026"
      },
      {
        "author": "CoachDanGo",
        "text": "I feel bad for people who think turning 40 is old.\n\nI'm 46 and I feel like I'm just getting started.",
        "like_count": 7315,
        "retweet_count": 290,
        "reply_count": 615,
        "view_count": 332976,
        "id": "2066181169402540187",
        "created_at": "Sun Jun 14 15:29:13 +0000 2026"
      },
      {
        "author": "fitdaddy_",
        "text": "Fix Tight Hips & Improve Your Mobility Instantly. https://t.co/vMqje1DsIY",
        "like_count": 2478,
        "retweet_count": 334,
        "reply_count": 5,
        "view_count": 227413,
        "id": "2065614284118450282",
        "created_at": "Sat Jun 13 01:56:37 +0000 2026"
      },
      {
        "author": "Selfdefencess",
        "text": "Home & \u00a3Gym Workout \ud83d\udd25\ud83d\udd25 https://t.co/0b7Oi48lpW",
        "like_count": 2921,
        "retweet_count": 532,
        "reply_count": 2,
        "view_count": 220328,
        "id": "2067534539963191766",
        "created_at": "Thu Jun 18 09:07:01 +0000 2026"
      },
      {
        "author": "Grind4Gainzz",
        "text": "Shoulder Press Mistakes https://t.co/9AukY9JMAI",
        "like_count": 1374,
        "retweet_count": 102,
        "reply_count": 11,
        "view_count": 208916,
        "id": "2067921347578347896",
        "created_at": "Fri Jun 19 10:44:04 +0000 2026"
      },
      {
        "author": "BioLifex",
        "text": "The leg workout at home. https://t.co/HFCR3J9Vw1",
        "like_count": 2780,
        "retweet_count": 537,
        "reply_count": 5,
        "view_count": 203475,
        "id": "2066408747291853161",
        "created_at": "Mon Jun 15 06:33:32 +0000 2026"
      },
      {
        "author": "CadioArena",
        "text": "5 Rounds. No Equipment. Full Body Burn.\n\n10 Push-ups\n20 Air Squats\n30 Sit-ups\n20 Reverse Lunges (10/leg)\n10 Burpees\n\nRest 1 minute between rounds.\n\nQuick, effective, and doable anywhere. Save this for your next home workout! \ud83d\udcaa https://t.co/YRx72kd4My",
        "like_count": 2083,
        "retweet_count": 392,
        "reply_count": 5,
        "view_count": 188656,
        "id": "2065420266772054098",
        "created_at": "Fri Jun 12 13:05:39 +0000 2026"
      },
      {
        "author": "lilivictoria32",
        "text": "another gym update, how we looking? https://t.co/sByrrCDqdx",
        "like_count": 8797,
        "retweet_count": 262,
        "reply_count": 215,
        "view_count": 118566,
        "id": "2065558008940425290",
        "created_at": "Fri Jun 12 22:13:00 +0000 2026"
      },
      {
        "author": "Bro_Code_x",
        "text": "Cleanse the parasites in your ear in just 10 minutes https://t.co/5IeTAauzeo",
        "like_count": 948,
        "retweet_count": 223,
        "reply_count": 117,
        "view_count": 116019,
        "id": "2065815151232664017",
        "created_at": "Sat Jun 13 15:14:47 +0000 2026"
      },
      {
        "author": "cptdankkk",
        "text": "Draymond Green says basketball is no longer a poor kid's game: \u201cIt's a rich kid's game\u201d\n\n\u201cI didn't learn how to do a proper individual workout till I got to college. Growing up I'm going to hoop. Where's the nearest run. Drop me off, I'll play all day. That's what we did. We hooped all day. I think there's a huge benefit to that because you just learn to see the game\u201d \n\n\u201cIt's different when somebody just putting you in a position to tell you to do this move. How do you use your creativity? How do you learn if somebody just say do this? How do you know what your game is if you never tap into it and just figure it out\u201d\n\n\u201cI think there's a time and place for a trainer and I think with where the game has gone, you need those resources in order to be successful\u201d\n\n\u201cI feel like basketball used to be a poor man's game. Poor kids played it. We were poor. We had nothing and it was our way out. Basketball is not a poor kid's game no more. Basketball is a rich kid game\u201d\n\n\u201cThe days of seeing LeBron James from Akron, Ohio, from a single mom, those days are numbered. Because if you don't have the resources these days, you can't make it. But that\u2019s also why you don't see as great basketball as you did before, because there's no imagination\u201d\n\n\u201cEverybody's doing the same thing, playing the same way. I think a lot of that is due sometimes to having trainers. You just become a carbon copy of somebody else the trainer created\u201d",
        "like_count": 485,
        "retweet_count": 61,
        "reply_count": 34,
        "view_count": 70395,
        "id": "2068017296816157125",
        "created_at": "Fri Jun 19 17:05:20 +0000 2026"
      },
      {
        "author": "tips700",
        "text": "Watch till end \ud83d\udc47\ud83d\udc47\nFitness workout \ud83d\udd25\ud83d\udd25\ud83d\udd25 https://t.co/PYup3Jk0PX",
        "like_count": 1227,
        "retweet_count": 254,
        "reply_count": 3,
        "view_count": 62361,
        "id": "2066541733761143079",
        "created_at": "Mon Jun 15 15:21:58 +0000 2026"
      },
      {
        "author": "hannahapexfit",
        "text": "'I can't get to the gym'\n\nI've trained in hotel rooms, living rooms, and airport terminals during a decade of professional sport.\n\nHere are the 5 bodyweight exercises I keep coming back to \u2014 and how to actually do them:\n\n= Thread = https://t.co/LISCX7Hx6F",
        "like_count": 310,
        "retweet_count": 50,
        "reply_count": 3,
        "view_count": 34297,
        "id": "2067948073889005867",
        "created_at": "Fri Jun 19 12:30:16 +0000 2026"
      },
      {
        "author": "niki_fit40",
        "text": "A smile is still my favorite accessory. \ud83d\ude09\u2728\n\nHeading into the weekend grateful, healthy, and ready for whatever adventure comes next.\n\nWhat\u2019s one thing you\u2019re looking forward to this weekend? \u2764\ufe0f\ud83d\udc47\n\n#WeekendVibes #FitLife #PositiveEnergy #SmileMore #FitOver40 https://t.co/cPf4rTAqPD",
        "like_count": 1096,
        "retweet_count": 34,
        "reply_count": 57,
        "view_count": 15400,
        "id": "2067994480007893362",
        "created_at": "Fri Jun 19 15:34:40 +0000 2026"
      },
      {
        "author": "fitlilredhead",
        "text": "Happy Friday \ud83d\udcaa https://t.co/mDJayBNUlo",
        "like_count": 313,
        "retweet_count": 9,
        "reply_count": 28,
        "view_count": 1683,
        "id": "2068053443500028258",
        "created_at": "Fri Jun 19 19:28:58 +0000 2026"
      }
    ]
  },
  "Q18: Sleep supplements": {
    "query": "\"sleep supplement\" OR \"sleep aid\" OR \"melatonin\" OR \"magnesium sleep\" min_faves:50",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "Manifest_Lord",
        "text": "Tibetan monks discovered a point on the inner forearm, when pressed for 60s before sleep increases melatonin by up to 40%.\n\nIt has been in Tibetan medical texts for over 1000 years.\n\nWestern sleep medicine never acknowledged it exists.\n\nIt needs no supplement. No prescription. \ud83e\udea1 https://t.co/UnO5SsicLl",
        "like_count": 7395,
        "retweet_count": 1869,
        "reply_count": 43,
        "view_count": 394704,
        "id": "2061835231867363627",
        "created_at": "Tue Jun 02 15:40:00 +0000 2026"
      },
      {
        "author": "LeddyLLC",
        "text": "Magnesium glycinate is the most powerful sleep aid on Earth.\n\nOne dose calms nighttime anxiety, boosts deep sleep by 30%, then leaves you recharged and clear-headed by morning.\n\nIn this thread, I\u2019ll explain how it works and how to use it safely\ud83e\uddf5",
        "like_count": 534,
        "retweet_count": 59,
        "reply_count": 16,
        "view_count": 90838,
        "id": "2066167185740046526",
        "created_at": "Sun Jun 14 14:33:39 +0000 2026"
      },
      {
        "author": "OrganicLiveFood",
        "text": "Pistachios are a natural sleep aid because they contain a lot of melatonin https://t.co/u88dWjjpvU",
        "like_count": 1017,
        "retweet_count": 350,
        "reply_count": 5,
        "view_count": 80912,
        "id": "1743406017642143934",
        "created_at": "Fri Jan 05 22:56:00 +0000 2024"
      },
      {
        "author": "siimland",
        "text": "Peak sleep supplement stack: \n1. Glycine (3g) \n2. L-theanine (200 mg)\n3. Melatonin (0.3mg)\n4. Magnesium (400mg)\n5. Reishi (400mg)\n\n* Creatine doesn't help with sleep directly, but it appears to reduce sleep demand and counteracts the effects of sleep loss (3-8 g)",
        "like_count": 300,
        "retweet_count": 21,
        "reply_count": 22,
        "view_count": 33025,
        "id": "1838964050526376364",
        "created_at": "Wed Sep 25 15:29:30 +0000 2024"
      },
      {
        "author": "Vaestro3x",
        "text": "@m1nhaxo Magnesium and melatonin",
        "like_count": 116,
        "retweet_count": 0,
        "reply_count": 6,
        "view_count": 27760,
        "id": "2067399662982631774",
        "created_at": "Thu Jun 18 00:11:04 +0000 2026"
      },
      {
        "author": "siimland",
        "text": "My evening sleep supplement stack: \n1. Glycine (3g) \n2. NAC (1000mg) \n3. Melatonin (0.3mg) \n4. Magnesium (400mg) \n5. Reishi (400mg)",
        "like_count": 261,
        "retweet_count": 26,
        "reply_count": 9,
        "view_count": 21757,
        "id": "1718517398116941913",
        "created_at": "Sun Oct 29 06:37:30 +0000 2023"
      },
      {
        "author": "LeddyLLC",
        "text": "SLEEP SUPPLEMENT CHEAT SHEET\n\nMagnesium glycinate: 300\u2013400mg. 30-60 min before bed.\nL-theanine: 100\u2013200mg. Same time.\nAshwagandha: 300\u2013600mg. Evening only.\nTart cherry juice: small glass 1 hour before bed.\nVitamin D3: morning only - activating at night.\nMelatonin: last resort. 0.5mg max. Less is more.",
        "like_count": 160,
        "retweet_count": 17,
        "reply_count": 4,
        "view_count": 12518,
        "id": "2061968860853739605",
        "created_at": "Wed Jun 03 00:31:00 +0000 2026"
      },
      {
        "author": "whitsant0s",
        "text": "robby, who needs an eye mask, weighted blanket, white noise machine, blackout curtains, TV on, 60 mins no phone before bed, and melatonin to be able to sleep properly at night\n\nvs. dennis, who can fall asleep on a metal park bench in the middle of the city",
        "like_count": 1007,
        "retweet_count": 39,
        "reply_count": 3,
        "view_count": 7363,
        "id": "2067759584236728806",
        "created_at": "Fri Jun 19 00:01:16 +0000 2026"
      },
      {
        "author": "RosenZone",
        "text": "2 CPG brands rebranded today and I love the upgrades\n\nDoosra - insanely tasty Indian snack mix\n\nMoonbrew - magnesium sleep aid https://t.co/UeUKP4vWnA",
        "like_count": 66,
        "retweet_count": 2,
        "reply_count": 11,
        "view_count": 5928,
        "id": "1932179871867764991",
        "created_at": "Mon Jun 09 20:55:54 +0000 2025"
      },
      {
        "author": "punishedfounder",
        "text": "if you cared about gut serotonin you would work on the 5HT\u2192serotonin\u2192melatonin pathway\n\nas in, you would do a cycle of pinealon and epitalon every few months\n\nfree lunch\n\npeptaura.",
        "like_count": 41,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 5451,
        "id": "2066617488800895220",
        "created_at": "Mon Jun 15 20:22:59 +0000 2026"
      },
      {
        "author": "femalelongevity",
        "text": "Travel checklist:\n\nSupps in metal containers \nMelatonin + cortisol manager \nWeighted eye mask \nRed light \nPeptides (in cold travel container) \nAny at home measurement devices you need\n\nBefore arrival: \nOrder organic food have it delivered so food and glass waters are ready (I get sardines, arugula, blueberries, artichoke hearts, macadamias, organic coffee, Greek yogurt and Gerolsteiners) \nHave hotel send up metal cutlery and plates (since you\u2019ll be making your food in room) \nConfirm hotel has a fridge in room \nConfirm good gym \nCall and ask for air purifier to be added and windows opened \nAsk for hypoallergenic pillows and bedding or bring your own \nConsider bringing a small air purifier",
        "like_count": 17,
        "retweet_count": 0,
        "reply_count": 4,
        "view_count": 4898,
        "id": "2065433879373095252",
        "created_at": "Fri Jun 12 13:59:45 +0000 2026"
      },
      {
        "author": "drahmetrasim",
        "text": "M\u0130KROPLAST\u0130KLER SAFRADA DEPOLANIYOR \n\u25b6 Mikroplastikler insan safra \u00f6rneklerinde de bulunuyor. Safra kesesi ta\u015f\u0131 olan hastalarda safra mikroplastik konsantrasyonlar\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde daha y\u00fcksek. \n\u25b6 Kronik d\u00fc\u015f\u00fck doz mikroplastik maruziyeti, kolanjiyositlerde mitokondriyal ya\u015flanmaya sebep oluyor. \n\u25b6 Melatonin, mikroplastik kaynakl\u0131 h\u00fccresel toksisiteyi ve ya\u015flanmay\u0131 etkili bir \u015fekilde hafifletiliyor.\nhttps://t.co/t4gZvAYHE9",
        "like_count": 61,
        "retweet_count": 14,
        "reply_count": 1,
        "view_count": 3640,
        "id": "2066725195134500904",
        "created_at": "Tue Jun 16 03:30:59 +0000 2026"
      },
      {
        "author": "mwlatoninnn",
        "text": "ben cozmuyorum gozukuyor \ud83d\udc4d\ud83c\udffb\ud83d\udc4d\ud83c\udffb",
        "like_count": 19,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 904,
        "id": "2067276196983771638",
        "created_at": "Wed Jun 17 16:00:28 +0000 2026"
      },
      {
        "author": "semasiiiii",
        "text": "3 tane melatonin attim 23 saat uyumak istiyorum",
        "like_count": 25,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 683,
        "id": "2065543670632219080",
        "created_at": "Fri Jun 12 21:16:01 +0000 2026"
      },
      {
        "author": "ZavianKairo_AI",
        "text": "A good night's sleep starts in the kitchen! \ud83c\udf19\ud83c\udf7d\ufe0f\n\n\u200bSkipping heavy meals and choosing foods rich in magnesium, tryptophan, or melatonin can completely transform your sleep quality. Trade the late-night junk food for these healthy options to help your body naturally unwind. \ud83d\udc9a\n\n\u200bFollow for more tips like this! \u2728\n\n\u200b#HealthyLiving #SleepWell #NutritionTips #HealthyLifestyle",
        "like_count": 38,
        "retweet_count": 34,
        "reply_count": 17,
        "view_count": 551,
        "id": "2067803187705422087",
        "created_at": "Fri Jun 19 02:54:32 +0000 2026"
      },
      {
        "author": "CharitieHartsig",
        "text": "Adderall is my sleep aid.",
        "like_count": 18,
        "retweet_count": 1,
        "reply_count": 3,
        "view_count": 386,
        "id": "2065387554531369368",
        "created_at": "Fri Jun 12 10:55:40 +0000 2026"
      },
      {
        "author": "mmylax0801",
        "text": "If i take more than 10mg of melatonin as a 16yo what will happen to me asking out of curiosity",
        "like_count": 6,
        "retweet_count": 0,
        "reply_count": 4,
        "view_count": 259,
        "id": "2067356303324774655",
        "created_at": "Wed Jun 17 21:18:46 +0000 2026"
      },
      {
        "author": "Fact",
        "text": "Bananas are a natural sleep aid because they contain melatonin, which helps regulate the body\u2019s natural rhythms.",
        "like_count": 397,
        "retweet_count": 116,
        "reply_count": 9,
        "view_count": 0,
        "id": "1107681067048337408",
        "created_at": "Mon Mar 18 16:32:00 +0000 2019"
      },
      {
        "author": "Williesillie2",
        "text": "Melatonin: A sleep aid\n\nMel atonin\u2019: Sporty Spice doing her best to apologize",
        "like_count": 455,
        "retweet_count": 25,
        "reply_count": 8,
        "view_count": 0,
        "id": "1557761197805559808",
        "created_at": "Thu Aug 11 16:09:46 +0000 2022"
      },
      {
        "author": "Fact",
        "text": "Bananas are a natural sleep aid because they contain melatonin, which helps regulate the body\u2019s natural rhythms.",
        "like_count": 825,
        "retweet_count": 128,
        "reply_count": 12,
        "view_count": 0,
        "id": "1421379354735566857",
        "created_at": "Sat Jul 31 07:57:00 +0000 2021"
      }
    ]
  },
  "Q13: Ad creative & Meta Ads": {
    "query": "\"ad creative\" OR \"facebook ads\" OR \"meta ads\" OR \"creative testing\" min_faves:100 min_retweets:10",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "coreyhainesco",
        "text": "Marketing Skills for Claude Code v1.2.0 is here.\n\n4 new skills:\n\u2192 /ai-seo \u2014 get your content cited by AI search engines (Google AI Overviews, ChatGPT, Perplexity, Claude)\n\u2192 /churn-prevention \u2014 cancel flows, save offers, dunning sequences, health scoring\n\u2192 /ad-creative \u2014 bulk ad creative generation across Google, Meta, LinkedIn, and X\n\u2192 /cold-email \u2014 cold outreach sequences that actually get replies\n\n51 CLI tools for direct API access to your entire marketing stack. Ahrefs, Semrush, Stripe, GA4, Mailchimp, PostHog, Meta Ads, Google Ads, and 43 more. Every CLI has --dry-run built in.\n\n29 skills. 51 CLI tools. 31 integration guides. All free and open source.\n\nnpx skills add coreyhaines31/marketingskills",
        "like_count": 1668,
        "retweet_count": 111,
        "reply_count": 87,
        "view_count": 171147,
        "id": "2025592984927150367",
        "created_at": "Sun Feb 22 15:26:15 +0000 2026"
      },
      {
        "author": "recap_david",
        "text": "I know a guy running a $2K/month local newsletter business with 4 AI Agents.\n\nIt's called 'Spokane Pulse\" and has 7,400 subscribers, 47.5% open rate, ~11% CTR.\n\nHere's how the agents work:\n\n\u2192 A Growth Engineer agent scrapes every local news site, subreddit, and event calendar at 6am daily. It also manages all the Facebook ads for the subscriber growth\n\u2192 A Content Director reads the database and writes the weekly newsletter in his voice\n\u2192 A Sales Director handles every inbound advertiser \u2014 email back-and-forth, package pitching, AI-generated ad creative\n\u2192 A CEO agent orchestrates all three and reports back to him\n\nThe result: a real local media business that runs like a company instead of a stack of cron jobs.\n\nThis business is live and real (you can check it out yourself (link in comments)\n\nIf you want the full course giving away the exact blueprint, do this:\nLike this post + Comment \"NEWSLETTER\" (must be following so I can dm)\n\nI'll send you the complete course and the city-by-city playbook \u2014 see video below.",
        "like_count": 728,
        "retweet_count": 46,
        "reply_count": 483,
        "view_count": 60480,
        "id": "2058946693421576570",
        "created_at": "Mon May 25 16:21:59 +0000 2026"
      },
      {
        "author": "codyschneider",
        "text": "last Friday I deployed a Facebook ads agent for a startup and over the weekend it optimized itself from $17 phone number leads into $3 leads\n\nthis is the real GTM engineering\n\nagents in the wild\n\nand I made a Notion document and a .md skill file so you can do this exact thing too\n\nit includes:\n\n1. How to make on brand ads with nano banana 2\n\n2. How to upload these to facebook ads via the API\n\n3. Have an agent manage the ad account based on live data from the account via data pipeline + data warehouse\n\nOutcomes\n\nwe deployed an AI agent for a startup last Friday to manage their facebook ads account\n\nday 1: the cost per phone number lead was $17\n\nover the weekend this agent made and published 30 new pieces of ad creative, optimized the ad account, and reduced the cost per action\n\nDay 4: the cost per phone number lead was $3\n\nthis is a virtual employee that's working full time.\n\nlike this post and comment \"FBmanager\" and I'll send you the Notion file and MD file",
        "like_count": 609,
        "retweet_count": 17,
        "reply_count": 551,
        "view_count": 39773,
        "id": "2055317298420859021",
        "created_at": "Fri May 15 16:00:04 +0000 2026"
      },
      {
        "author": "TheJeremyHaynes",
        "text": "Most business owners are still running Meta ads like it's 2023\n\nThey're duplicating ad sets for every single creative thinking they're \"testing\"\n\nThat's an archaic outdated belief that's getting you cooked on artificially inflated costs\n\nHere\u2019s the BEST ad creative testing strategy for 2026 (Post-Andromeda):\n\nOne cold campaign with three ad sets:\n\n\u2022 Broad\n\u2022 Interest stack (all interests, behaviors, demographics loaded into ONE ad set)\n\u2022 Lookalike stack (1% lookalikes based on highest value customers, customers, leads that showed up to calls, qualified calls - all in ONE ad set)\n\nOn the ad level:\n\n\u2022 25-30 unique through-and-through video ads with specific reasons to convert\n\u2022 5 pieces of body copy\n\u2022 5 headlines\n\u2022 Same copy and headlines across all ads - written broad enough to apply across the board\n\nHere's where most people fuck it up:\n\nThey launch 30 ads and only 1-3 get all the reach and distribution\n\nThey freak out\n\n\"How can they be determined a loser if they didn't get any reach?\"\n\nSo they duplicate the ad set 30 times and put one ad in each to force distribution\n\nAll you actually get from doing that is an artificially inflated cost per result\n\nThe actual process for scaling:\n\n1. Launch with 25-30 ads (ABO not CBO so you control distribution)\n2. Let 1-3 winners emerge naturally\n3. Scale until you hit a ceiling where every dollar above it climbs cost per result\n4. Push spend back down to that ceiling - the ceiling becomes the key\n5. Convert into your foundational ad set\n6. Duplicate the ad set\n7. Remove the 1-3 winners\n8. Keep all the ads that got no reach\n9. Add 1-3 new ones to get back to 25-30\n10. Repeat\n\nBut here's the if-this-then-that logic nobody talks about:\n\nIf the 1-3 winners are technically working but you listen to the calls and hear feedback from your sales team saying \"these people suck\"?\n\nYou duplicate, remove those \"winners,\" call them losers, and stay away from that type of messaging\n\nThe ads that didn't get reach aren't wasted - they're your ad fatigue insurance\nThe real bottleneck I see with Jeremy\u2019s Inner Circle members and students:\n\nThe speed it takes you guys to film new ads and turn them around is unfuckingbelievably intolerable to me\n\nYou should always have ads on the side just chilling, waiting for launches\n\nWhy justify a wasted 24-48 hours when you could have creatives ready to go?\n\nStop testing your way to poverty\n\nThe goal is to test your way OUT of testing and scale the shit out of what works",
        "like_count": 107,
        "retweet_count": 17,
        "reply_count": 22,
        "view_count": 25288,
        "id": "2007111699615141998",
        "created_at": "Fri Jan 02 15:28:14 +0000 2026"
      },
      {
        "author": "landforce",
        "text": "The year is 2027\n\nMarc Andreessen reluctantly publishes an essay on Performance Marketing\n\nThe hottest job in tech is \"Attention Acquisition Scaling\"\n\nAd creative isn't called ad creative anymore, they're Attention Assets now\n\nA16z leads a $40M Series B into a company that thinks they invented email marketing but calls it \"Lifecycle Revenue Orchestration\"\n\nSequoia publishes a 9,000 word memo called \"The Attention Thesis\" that is a blog post about why you should run Meta Ads\n\n\"CAC\" has been retired. It's now \"Demand Capture Investment\"\n\nFounders just found out about ROAS\n\nYC's latest batch has 11 companies disrupting influencer marketing. None of them have talked to an influencer\n\nSomeone raises a seed round for \"AI-Powered Conversion Narrative Generation\".\n\nIt's copywriting.",
        "like_count": 260,
        "retweet_count": 28,
        "reply_count": 40,
        "view_count": 18398,
        "id": "2035772797704867850",
        "created_at": "Sun Mar 22 17:37:12 +0000 2026"
      },
      {
        "author": "davidfigeira",
        "text": "claude + meta ads like this are unfair right now\n\none product turned into 10+ ad variations in minutes\n\neach creative = one prompt, one render, ready to launch\n\nsame product\nslightly different angles\ncompletely different performance\n\nyou\u2019re not redesigning ads\n\nyou\u2019re generating options\n\nheadlines, layouts, compositions all swapped instantly\n\nno designers\nno long feedback loops\nno waiting\n\njust idea \u2192 variations \u2192 launch \u2192 optimize\n\nthis is what \u201ccreative testing at scale\u201d actually looks like\n\nthat\u2019s why results compound so fast\n\nrt + comment \u201cangles\u201d and i\u2019ll send the full setup\n(follow for dm)",
        "like_count": 186,
        "retweet_count": 70,
        "reply_count": 110,
        "view_count": 12186,
        "id": "2049080748318024191",
        "created_at": "Tue Apr 28 10:58:15 +0000 2026"
      },
      {
        "author": "omoalhajaabiola",
        "text": "Best of Facebook Ads: Meta Advertising Pro Guide + ChatGPT\n\nBecome a Meta Ads Consultant. Profit with Facebook Ads, Instagram Ads and WhatsApp Ads Ultimate Pro Guide. Use ChatGPT\n\nCoupon code is LUCKYWATERRABBIT19\n\nhttps://t.co/3YO7WsiJc6",
        "like_count": 53,
        "retweet_count": 14,
        "reply_count": 6,
        "view_count": 8546,
        "id": "1752754702612140329",
        "created_at": "Wed Jan 31 18:04:20 +0000 2024"
      },
      {
        "author": "sunaiuse",
        "text": "Meta Ads just connected to ChatGPT.\n\nAgencies have 6 months before this replaces them entirely.\n\nHere's what it actually does \u2014 and why the $5,000/month retainer model is already dead:\n\nYou paste 1 link into ChatGPT settings. That's the full setup. 60 seconds.\n\nAfter that, ChatGPT has live access to your Meta Ads account. Not a screenshot. Not an export. The actual account \u2014 campaigns, creatives, audiences, spend, ROAS.\n\nYou type: \"Analyze all my current ads and give me the 3 things I'm not spotting.\"\n\nIt reads everything. Then it tells you exactly what's bleeding your budget. Underperforming placements. Audience overlap killing your CPM. Creative fatigue you've been ignoring for 11 days.\n\nThen you say: \"Fix this.\"\n\nIt goes into your account and makes the changes.\n\nNo Slack message to your media buyer. No 48-hour turnaround. No agency deck with 14 slides explaining why your ROAS dropped.\n\nJust: done.\n\nThe agencies charging $5,000/month to \"manage your Meta account\" are now competing with a tool that costs $20/month and doesn't take Fridays off.\n\nThe ones who survive will be the ones who figure out how to use this before their clients do.\n\nThe ones who don't will spend 2026 wondering when the contracts started disappearing.\n\nThis is the setup:\n\n\u2192 Google \"Meta Ads MCP\" and open the first result\n\n\u2192 Copy the server link from the page\n\n\u2192 Open ChatGPT \u2192 Apps \u2192 gear icon \u2192 Advanced Settings \u2192 Developer Mode ON\n\n\u2192 Create app \u2192 name it \"Meta Ads\" \u2192 paste the link \u2192 Create\n\n\u2192 Tag Meta Ads in any chat and start asking questions\n\nThat's it. Your entire paid social operation just changed.\n\nThe tool isn't impressive because it's smart.\n\nIt's impressive because it's inside your account while your agency is still writing the brief.",
        "like_count": 103,
        "retweet_count": 11,
        "reply_count": 8,
        "view_count": 7988,
        "id": "2067687949316276499",
        "created_at": "Thu Jun 18 19:16:37 +0000 2026"
      },
      {
        "author": "victorydchair",
        "text": "I'm currently creating a FREE guide on \"How to Get Quality Leads using Meta Ads\"\n\nThis will be one of the most important video trainings you'll come across this year!\n\nEven though its free, you'll be getting more value than 99% of the Facebook Ads courses out there \ud83d\ude80",
        "like_count": 72,
        "retweet_count": 2,
        "reply_count": 13,
        "view_count": 4437,
        "id": "1818634518661591469",
        "created_at": "Wed Jul 31 13:07:12 +0000 2024"
      },
      {
        "author": "nicktheriot_",
        "text": "Using human desire to scale facebook ads https://t.co/wwrRuocAEU",
        "like_count": 46,
        "retweet_count": 2,
        "reply_count": 3,
        "view_count": 4265,
        "id": "2066555641850647011",
        "created_at": "Mon Jun 15 16:17:14 +0000 2026"
      },
      {
        "author": "nicktheriot_",
        "text": "We scaled a brand to $20K/day on Facebook ads.\n\nThis is the EXACT framework we used to scale fast, stay profitable, and not burn the account.\n\nHere's the breakdown \ud83d\udc47",
        "like_count": 23,
        "retweet_count": 4,
        "reply_count": 4,
        "view_count": 3361,
        "id": "2067675460041888026",
        "created_at": "Thu Jun 18 18:26:59 +0000 2026"
      },
      {
        "author": "nicktheriot_",
        "text": "4 things to focus on at $0-$30k/month (offer validation phase):\n\n1. Perceived value \u2192 use Alex Hormozi's value equation to structure the offer\n2. The person \u2192 define exactly who you're going after (college kids \u2260 cigar smokers)\n3. The packaging \u2192 creatives, landing page, and how you present the offer\n4. One channel, one product, one country, $50-$100/day on Facebook ads\n\nThat's it.\n\nConcentration beats diversification at the bottom of the journey.",
        "like_count": 23,
        "retweet_count": 0,
        "reply_count": 4,
        "view_count": 2906,
        "id": "2066763338101514688",
        "created_at": "Tue Jun 16 06:02:33 +0000 2026"
      },
      {
        "author": "AuthorGoodwin",
        "text": "After two weeks of a Meta ads experiment, and finding myself running at a massive loss, I'm almost ready to give up trying to sell my first trilogy. It feels like a money pit.\n\nIf I'd sold even a handful of books, I might perservere.\n\nI guess some books just don't sell.",
        "like_count": 32,
        "retweet_count": 2,
        "reply_count": 27,
        "view_count": 1674,
        "id": "2067678841837883534",
        "created_at": "Thu Jun 18 18:40:26 +0000 2026"
      },
      {
        "author": "peterczepiga",
        "text": "Here's every Meta ads signal my agency checks regularly for our clients - we spend $5mil/mo using this system.\n\n1. Monthly creative velocity and monthly \"hit rate\" - new ads that actually scale. https://t.co/jZIjOdIpaD",
        "like_count": 15,
        "retweet_count": 0,
        "reply_count": 3,
        "view_count": 1060,
        "id": "2068005450050683130",
        "created_at": "Fri Jun 19 16:18:15 +0000 2026"
      },
      {
        "author": "evanseech",
        "text": "Higher budgets are not cooked on Meta ads, you just don\u2019t know how to scale them with the new algo tweaks\n\nHere\u2019s how you\u2019re going to scale them:\n\nMost people are one dimensional with ads\n\nThey just lean on one angle where they state the offer and outcome, then they just do one type of funnel and creative type \n\nWhenever you just lean on one angle, you\u2019re just going to hit one type of buyer in the market\n\nOnly a section of the market will resonate with it so you test different angles, different ideas different creative types\n\nFor example, I SKIP direct to camera ads right now when scrolling\n\nBut maybe I\u2019ll look at a carousel, maybe I\u2019ll look at a selfie style ads, maybe I\u2019ll watch a skit\n\nSo in order you want to test:\n\n1. Ad angles\n2. Creative Formats\n3. Offers (Front-end and positioning)\n4. Audiences/Markets\n5. Funnel Types\n\nYou need a PORTFOLIO of ads to win",
        "like_count": 19,
        "retweet_count": 0,
        "reply_count": 5,
        "view_count": 867,
        "id": "2067683851632001164",
        "created_at": "Thu Jun 18 19:00:20 +0000 2026"
      },
      {
        "author": "GlobalSola",
        "text": "If you are running Meta ads and you aren't checking your data by Breakdown, you are letting profitable scale slip through your fingers.\n\nIn-platform averages lie. A campaign can look beautifully profitable on the surface while secretly burning cash underneath.\n\nI experienced this firsthand sometimes ago when targeting multiple countries inside a single ad set.\n\nOn paper, the overall CPA looked decent but when I pulled up the \"Country\" breakdown, the hard truth came out...\n\n...one specific country was hogging a massive chunk of the budget, costing us the most per action, and bringing in the absolute least revenue.\n\nI didn't just turn it off, though.\n\nI pulled that country out of the ad set and isolated it in its own campaign to establish a completely controlled budget.\n\nThat single move completely changed the game for our efficiency.\n\nAnother massive lever is breaking down your data by Audience Segments.\n\nFor a particular client, acquiring new customers was the only metric that truly mattered for their long-term growth. \n\nBy utilising the breakdown tool, I was able to verify exactly how much of our daily ad spend was going toward cold acquisition versus inadvertently retargeting existing buyers.\n\nIf you aren't digging into the granular data by country, age, gender, placement, and audience segment, you might be flying blind.\n\nLet the platform optimisation handle the delivery but use your breakdowns to protect your unit economics.\n\nStop letting hidden leaks drain your ad spend. \n\nWhat is the wildest inefficiency you've uncovered simply by clicking \"Breakdown\"? \n\nI'd love to know in the comments.",
        "like_count": 16,
        "retweet_count": 0,
        "reply_count": 1,
        "view_count": 837,
        "id": "2067902296868933693",
        "created_at": "Fri Jun 19 09:28:21 +0000 2026"
      },
      {
        "author": "ChuksEmma947401",
        "text": "\ud83d\udce2 HIRING : Devsperia is Hiring (Remote | Project-Based)\n\n\ud83d\udccc Open Positions:\n\u2705 Website Designer (WordPress)\n\u2705 Graphic/UI Designer\n\u2705 Meta Ads Expert\n\u2705 Google Ads Expert\n\u2705 TikTok Ads Expert\n\n\ud83c\udfaf Looking for skilled professionals ready to work on exciting projects and grow with a dynamic team.\n\n\ud83d\udce9 Send your resume to: [devsperia@gmail.com](mailto:devsperia@gmail.com)\n\n\ud83d\udcf1 WhatsApp: +92 306 6372871\n\n\ud83c\udf10 Website: [https://t.co/sT8Fe9LO2x](https://t.co/sT8Fe9LO2x)\n\n#RemoteJobs #HiringNow #WordPressDesigner #GraphicDesigner #MediaBuyer",
        "like_count": 5,
        "retweet_count": 2,
        "reply_count": 2,
        "view_count": 779,
        "id": "2067513247142461729",
        "created_at": "Thu Jun 18 07:42:25 +0000 2026"
      },
      {
        "author": "noahiglerSEO",
        "text": "Your organic leads and your paid leads are not worth the same $.\n\nPaid leads are anyone you're buying attention from. Google Ads without a real qualifying step, Meta ads, Angi, Yelp, eLocal. The person on the other end is usually still shopping, comparing a few companies, often handed to four competitors at the same time.\n\nOrganic leads come from the map pack and the search results below it. That person scrolled past the ads, looked at a few businesses, and chose you. They already trust the pick before they ever call.\n\nWe pulled the numbers for a business we work with last month and the split was hard to argue with. The paid leads booked more jobs by raw count, but the average ticket sat around $1,900. The organic leads booked fewer jobs at an average ticket closer to $2,700. Nothing about the business changed between those two groups except where the customer came from.\n\nIf all you track is cost per lead, these two look identical. They are not. One channel is quietly buying you bigger jobs from people who already decided on you, and you'd never see it on a lead-count report.\n\nPaid has its place for speed, but it's renting attention. Organic is the customer choosing you on their own, and they spend more when they do.",
        "like_count": 3,
        "retweet_count": 1,
        "reply_count": 1,
        "view_count": 692,
        "id": "2066205280115863988",
        "created_at": "Sun Jun 14 17:05:01 +0000 2026"
      },
      {
        "author": "notgrahamp",
        "text": "\ud83d\udea8 NEED MALE / FEMALE UGC CREATORS \ud83d\udea8\n\nCar Fashion brand ($500k/mo Meta ads budget)\n\n(I\u2019m doing 15k this month w/ them)\n\nNeed proof of UGC work (tag / @ ur account)\n\nPays $10 per submission & % GMV https://t.co/lNvAxf5pLR",
        "like_count": 2,
        "retweet_count": 0,
        "reply_count": 4,
        "view_count": 406,
        "id": "2067498944306016339",
        "created_at": "Thu Jun 18 06:45:35 +0000 2026"
      },
      {
        "author": "Jade_ebusiness",
        "text": "Your Meta ads are failing because you\u2019re doing it the expensive way. Message me on how I launch a full Meta ad campaign in 10 minutes using just @claudeai + @zeely_ai :\n\n\ud83d\udd16 Save this for later. https://t.co/AZfldnBIuU",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 0,
        "id": "2068069840590676426",
        "created_at": "Fri Jun 19 20:34:07 +0000 2026"
      }
    ]
  },
  "Q12: Shopify & checkout": {
    "query": "\"shopify\" OR \"woocommerce\" OR \"checkout optimization\" OR \"conversion rate\" min_faves:100 min_retweets:10",
    "raw": 20,
    "filtered": 15,
    "fp_count": 5,
    "fp_reasons": {
      "corporate posture": 1,
      "keyword 'shopify' only in @handle": 4
    },
    "tweets": [
      {
        "author": "Raytar",
        "text": "My ex has $412,000 on her Shopify. I found out last night.\n\nWe dated for two years. She used to make these little books on her laptop.\n\n$19 a book. $412,000 a year.\n\nShe doesn't write them anymore. She gives ChatGPT a topic and a page count. It writes 80 pages. Claude designs the cover. Uploads it. Sells for $19.\n\nReading the book now takes longer than writing it.\n\nShe's done this 23 times. Each book takes an afternoon. Then it just sells. Every single day.\n\nShe started nine months ago with one prompt.",
        "like_count": 2145,
        "retweet_count": 117,
        "reply_count": 79,
        "view_count": 1900308,
        "id": "2065396772730446215",
        "created_at": "Fri Jun 12 11:32:18 +0000 2026"
      },
      {
        "author": "gippp69",
        "text": "18-YEAR-OLD GUY DID $412K IN SALES FROM ONE SHOPIFY STORE IN 3 MONTHS\n\nNo warehouse, no big team, no \u201cperfect product.\u201d Just one Shopify store, short-form ads, and a system for fixing what was leaking every week.\n\nThe screen shows $412,503 in sales, 4,085 orders, and a 4.58% conversion rate. Not because he found some magic product, but because the store kept getting sharper while everyone else was still copying the same pages.\n\nClaude helped him break down competitor listings, find patterns in bad reviews, clean up the offer, write simple ad scripts, and check the numbers every Sunday.\n\nMost people keep hunting for the next product. He kept fixing the page, the angle, and the ads until the traffic finally started buying.",
        "like_count": 682,
        "retweet_count": 50,
        "reply_count": 42,
        "view_count": 142789,
        "id": "2056402245042794645",
        "created_at": "Mon May 18 15:51:15 +0000 2026"
      },
      {
        "author": "Nyra_nx",
        "text": "Claude built a full Shopify store in 9 minutes. It converts better than the one I paid $4,200 for.\n\nHere\u2019s the exact 4 step build.\n\nMost stores die on the same thing: a pretty homepage and 0 buyer psychology. 7 sections, all decoration, none of it sells.\n\nStep 1. Brand kit.\n1 prompt. Colors, fonts, voice, positioning. 90 seconds, done.\n\nStep 2. Scan your live site.\nIt pulls your product, your offer, your audience, your exact wording, and the 5 objections killing your checkout.\n\nStep 3. Conversion playbook.\nFeed it the framework. Problem framing, credibility stack, offer architecture, upsells, cross-sells, full product walkthrough.\n\nStep 4. Build.\nIt designs and ships the whole site. Buyer psychology baked into every section, not bolted on after.\n\nOld way: 3 weeks, 1 agency, $4,200, 6 rounds of revisions.\nNew way: 9 minutes, 0 designers, 1 chat.\n\nSame product. The new page closed 2x the traffic in week 1.\n\nThe agency took 3 weeks. Claude took one coffee.",
        "like_count": 212,
        "retweet_count": 26,
        "reply_count": 28,
        "view_count": 44904,
        "id": "2067743464943403097",
        "created_at": "Thu Jun 18 22:57:13 +0000 2026"
      },
      {
        "author": "noahelhadedy",
        "text": "Stock image sites worth saving\n\n1. Lummi\nhttps://t.co/qpM3SaUkNC\n2. Pexels\nhttps://t.co/unlL4hMjgQ\n3. Unsplash\nhttps://t.co/CVAIGsg4vu\n4. Burst by Shopify\nhttps://t.co/xWnzezwRT3\n5. Death to Stock\nhttps://t.co/FYny4j7QXJ\n\nSave for later. https://t.co/nGaf2zDldq",
        "like_count": 282,
        "retweet_count": 35,
        "reply_count": 2,
        "view_count": 10676,
        "id": "2066231330463949294",
        "created_at": "Sun Jun 14 18:48:32 +0000 2026"
      },
      {
        "author": "N01ennn",
        "text": "> $547,589. Beginner Edition\n> 10,670 orders. 4% conversion rate. +47% growth\n> Claude writes titles, descriptions, tags, and collections\n> Shopify manages the storefront. AliExpress manages inventory\n> Scales across 5 platforms\n> Amazon Merch. Etsy. Gumroad\nShopify\n> One product idea. Five revenue streams\n> 90% automated. 10% manual\n> Still calls it \u201cBeginner\u201d",
        "like_count": 120,
        "retweet_count": 16,
        "reply_count": 30,
        "view_count": 9567,
        "id": "2050984951701447152",
        "created_at": "Sun May 03 17:04:52 +0000 2026"
      },
      {
        "author": "theperryx_",
        "text": "new shopify dash is so sickk \ud83e\udd11\ud83d\udcb0 https://t.co/oh000noLPu",
        "like_count": 152,
        "retweet_count": 0,
        "reply_count": 10,
        "view_count": 8131,
        "id": "2067704158405177375",
        "created_at": "Thu Jun 18 20:21:02 +0000 2026"
      },
      {
        "author": "pratiknagariya",
        "text": "Built our own shopify store dispatch system.\nShopify orders now move through sync, picking, packing, AWB generation, label printing, fulfillment, courier tracking, delivery updates, COD remittance sync, and exception handling automatically.\nLess SaaS dependency.\n \nNext is return & exchange management system.",
        "like_count": 47,
        "retweet_count": 1,
        "reply_count": 14,
        "view_count": 4752,
        "id": "2067858000216486046",
        "created_at": "Fri Jun 19 06:32:20 +0000 2026"
      },
      {
        "author": "nicktheriot_",
        "text": "For God's sake.\n\nIf you've found a country that scales, expand it this way:\n\n\u2192 Same product, fully localized store\n\u2192 Same offer, native language ads\n\u2192 Same creative framework, local actors\n\u2192 Same funnel, local currency at checkout\n\nStop \"expanding everywhere at once\" with a Google-translated US store.\n\nScaling geo means rebuilding the experience country by country, not slapping translated copy on the same Shopify site.\n\nLocalization is the difference between $1M/month and $5M/month.",
        "like_count": 25,
        "retweet_count": 2,
        "reply_count": 5,
        "view_count": 4426,
        "id": "2067393805418999999",
        "created_at": "Wed Jun 17 23:47:48 +0000 2026"
      },
      {
        "author": "harleyf",
        "text": "The Shopify app ecosystem is one of our superpowers. Sidekick is another.\n\nNow, they\u2019re working together.\n\nKlaviyo. Loop. AfterShip. Sidekick now works across them all.\n\nAsk how your campaigns are performing. Check your reviews. And so much more. All in one conversation. https://t.co/4vvTUzOgoS",
        "like_count": 37,
        "retweet_count": 1,
        "reply_count": 2,
        "view_count": 4294,
        "id": "2067347906559160742",
        "created_at": "Wed Jun 17 20:45:25 +0000 2026"
      },
      {
        "author": "rugikkk",
        "text": "A dropshipping store did $40M in one country on 3 tools and one lie.\n\nThe lie was the word \u201ceasy.\u201d\n\nThe stack is real. An AI builder spins up the storefront. Zendrop stocks the products and ships them the second an order lands in Shopify. You never touch a box.\n\nNo inventory. No warehouse. Maybe $30 in apps to start.\n\nThat\u2019s the whole pitch. And every word of it is true.\n\nHere\u2019s the line the ad cuts. \n\nThe store doesn\u2019t make money. The ads do. And on day 1, the $40M store and 10,000 dead stores look identical.\n\nMost people don\u2019t find a winning product. They find a $300 Facebook bill and a store with 4 sales.\n\nThe $40M guy spent years and tens of thousands testing creatives to land the 1 ad that printed. Then he sold you the version where that part doesn\u2019t exist.\n\nThe tools are cheap. The skill that makes them pay is not.\n\nEasy is the bait. The ad spend is the real entry fee.",
        "like_count": 56,
        "retweet_count": 3,
        "reply_count": 10,
        "view_count": 4105,
        "id": "2067920968522019172",
        "created_at": "Fri Jun 19 10:42:33 +0000 2026"
      },
      {
        "author": "ecombender",
        "text": "The new Shopify dashboard is SICK! \ud83d\ude4f\ud83d\ude4f\ud83d\ude4f https://t.co/3hLUvQIhfT",
        "like_count": 40,
        "retweet_count": 0,
        "reply_count": 3,
        "view_count": 3826,
        "id": "2067768336243663012",
        "created_at": "Fri Jun 19 00:36:03 +0000 2026"
      },
      {
        "author": "designersaas",
        "text": "Oh wow, my new Shopify app was approved on the first try after only a day. \n\nWork is starting \ud83e\udeb4 https://t.co/OZ7nWsQL9X",
        "like_count": 64,
        "retweet_count": 1,
        "reply_count": 16,
        "view_count": 3792,
        "id": "2067628714746085419",
        "created_at": "Thu Jun 18 15:21:14 +0000 2026"
      },
      {
        "author": "shapelayer",
        "text": "Our launch video just went live for @GetJacked_io\n\nCouldn't be prouder of my team for creating such a banger for the leading loyalty app on Shopify\n\nHow do you like it? https://t.co/5l5t04aDyw",
        "like_count": 36,
        "retweet_count": 3,
        "reply_count": 10,
        "view_count": 1304,
        "id": "2068017569408090177",
        "created_at": "Fri Jun 19 17:06:25 +0000 2026"
      },
      {
        "author": "hohomelodic",
        "text": "I love building for @Shopify , I love to be part of it. But current situation with reviews and competition is absolute bollocks. Feels like you do everything you can to provide value, but honest reviews getting removed and slop apps taking you over is not fair.",
        "like_count": 15,
        "retweet_count": 0,
        "reply_count": 4,
        "view_count": 902,
        "id": "2067982083662770431",
        "created_at": "Fri Jun 19 14:45:24 +0000 2026"
      },
      {
        "author": "zenarinnovation",
        "text": "\ud83d\udc51 The ultimate eCommerce showdown: WooCommerce vs. Shopify!\n\nWhich platform should you choose to build your online store? Find out which one fits your goals, budget, and scalability needs in our complete breakdown. \ud83d\udc47\n\n\ud83d\udd17 https://t.co/Hc6PeCnsaK\n\n#eCommerce #Shopify #WooCommerce",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 2,
        "id": "2067972254491971709",
        "created_at": "Fri Jun 19 14:06:21 +0000 2026"
      }
    ]
  },
  "Q11: Ecommerce & DTC": {
    "query": "\"ecommerce\" OR \"dtc\" OR \"dropshipping\" min_faves:100 min_retweets:10",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "itsjamiehudson",
        "text": "building a $1M/year ecommerce business is easier than you think\n\nDONT copy dropshipping products\n\nDONT run Facebook ads\n\nfocus 100% on Google ads\n\nbuild a luxury branded store\n\nrun $30/day AI ads\n\nwant the free guide?\n\nlike + comment DM\n\n(must be following) https://t.co/QGzv0W5qoc",
        "like_count": 495,
        "retweet_count": 44,
        "reply_count": 335,
        "view_count": 114180,
        "id": "1828592244892278954",
        "created_at": "Wed Aug 28 00:35:39 +0000 2024"
      },
      {
        "author": "Shruti_0810",
        "text": "All Paid Courses (Free for First 4000 People)\n\n\ud83c\udfaf Social Media Marketing Course\n\ud83c\udfaf WordPress Development Course\n\ud83c\udfaf Facebook Ads Course\n\ud83c\udfaf Search Engine Optimization\n\ud83c\udfaf Email Marketing Course\n\ud83c\udfaf Amazon Business\n\ud83c\udfaf Fiverr Freelancing Course\n\ud83c\udfaf Graphic Designing\n\ud83c\udfaf Video Editing Course\n\ud83c\udfaf Ecommerce Business Course\n\ud83c\udfaf Dropshipping Course\n\ud83c\udfaf Shopify Course\n\ud83c\udfaf Web Development & Design.\n\ud83c\udfaf And Many More\n\n\ud83d\udea8 FREE for 48hrs only \ud83d\udea8\n\nTo get Simply:\n\n1) Follow me [ MUST! ] for DM access\n2) Like & Repost\n3) Comment \"All \" to grab your copies.",
        "like_count": 807,
        "retweet_count": 413,
        "reply_count": 735,
        "view_count": 77782,
        "id": "2048628735876665492",
        "created_at": "Mon Apr 27 05:02:06 +0000 2026"
      },
      {
        "author": "Shruti_0810",
        "text": "All Paid Courses (Free for First 4000 People)\n\n\ud83c\udfaf Social Media Marketing Course\n\ud83c\udfaf WordPress Development Course\n\ud83c\udfaf Facebook Ads Course\n\ud83c\udfaf Search Engine Optimization\n\ud83c\udfaf Email Marketing Course\n\ud83c\udfaf Amazon Business\n\ud83c\udfaf Fiverr Freelancing Course\n\ud83c\udfaf Graphic Designing\n\ud83c\udfaf Video Editing Course\n\ud83c\udfaf Ecommerce Business Course\n\ud83c\udfaf Dropshipping Course\n\ud83c\udfaf Shopify Course\n\ud83c\udfaf Web Development & Design.\n\ud83c\udfaf And Many More\n\n\ud83d\udea8 FREE for 48hrs only \ud83d\udea8\n\nTo get Simply:\n\n1) Follow me [ MUST! ] for DM access\n2) Like & Repost\n3) Comment \"All \" to grab your copies.",
        "like_count": 702,
        "retweet_count": 390,
        "reply_count": 747,
        "view_count": 68663,
        "id": "2039940941377618385",
        "created_at": "Fri Apr 03 05:39:55 +0000 2026"
      },
      {
        "author": "Shruti_0810",
        "text": "All Paid Courses (Free for First 4000 People)\n\n\ud83c\udfaf Social Media Marketing Course\n\ud83c\udfaf WordPress Development Course\n\ud83c\udfaf Facebook Ads Course\n\ud83c\udfaf Search Engine Optimization\n\ud83c\udfaf Email Marketing Course\n\ud83c\udfaf Amazon Business\n\ud83c\udfaf Fiverr Freelancing Course\n\ud83c\udfaf Graphic Designing\n\ud83c\udfaf Video Editing Course\n\ud83c\udfaf Ecommerce Business Course\n\ud83c\udfaf Dropshipping Course\n\ud83c\udfaf Shopify Course\n\ud83c\udfaf Web Development & Design.\n\ud83c\udfaf And Many More\n\n\ud83d\udea8 FREE for 48hrs only \ud83d\udea8\n\nTo get Simply:\n\n1) Follow me [ MUST! ] for DM access\n2) Like & Repost\n3) Comment \"All \" to grab your copies.",
        "like_count": 543,
        "retweet_count": 299,
        "reply_count": 513,
        "view_count": 47299,
        "id": "2054790312158003606",
        "created_at": "Thu May 14 05:06:01 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "Figma Capture + Claude Fable 5 = clone any competitor's landing page in minutes \ud83e\udd2f\n\nFigma just dropped a Chrome extension that copy/pastes any live website into Figma as editable layers.\n\nPoint Claude Code \u2014 running the new Fable 5 model \u2014 at the capture, and it rebuilds the whole page in YOUR brand: structure, copy, design system, photography.\n\nAll inside Claude Code.\n\nPerfect for DTC brands and agencies who keep losing weeks rebuilding proven landers from scratch.\n\nIf you're still cloning competitor pages the old way,\n\nYou're screenshotting their site and praying the AI guesses the structure right.\n\nYou're rebuilding sections by hand because the fonts and spacing never come out true.\n\nYou're paying a designer $3K to recreate a page that already exists.\n\nThis workflow eliminates the entire loop:\n\n\u2192 Capture the competitor's landing page with Figma's new Chrome extension \u2014 editable layers, not screenshots\n\u2192 Claude Code reads the page structure through the Figma MCP: every section, every headline, in order\n\u2192 It rebuilds the page in YOUR brand \u2014 your colors, your fonts, your voice (it even respects your banned-words list)\n\u2192 GPT Image 2 generates on-brand product photography from the layer names\n\u2192 Claude places every image automatically \u2014 finished page, ready to ship\n\nNo screenshots.\nNo guessing at structure.\nNo design invoice.\n\nWhat you get:\n\n\u2192 A pixel-structured clone of any proven lander, rebuilt in your brand\n\u2192 Every line of copy rewritten in your voice\n\u2192 16 on-brand images generated and placed for ~$2 in API costs\n\u2192 Start to finish in about 15 minutes\n\nBuilt 100% with Figma + Claude Code on Claude Fable 5.\n\nI put together a step-by-step playbook showing you exactly how to set it up.\n\nWant access for free?\n\n> Like this post\n> Comment \"CLONE\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 245,
        "retweet_count": 23,
        "reply_count": 152,
        "view_count": 44923,
        "id": "2065537778516205856",
        "created_at": "Fri Jun 12 20:52:36 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "I just built a $10K/month creative strategist inside Claude Code \ud83e\udd2f\n\nGive it your competitor Facebook page URLs \u2192 it scrapes their ads, watches every video with AI, and delivers a data-backed creative brief with 10 ad concepts in your brand voice.\n\nAll inside Claude Code.\n\nPerfect for DTC brands and agencies whose \"creative research\" is still a media buyer with 40 tabs open and a Google Doc full of screenshots.\n\nIf every new campaign starts the same way \u2014\n\nscrolling the Meta Ad Library ad by ad,\n\nre-watching the same UGC video to reverse-engineer the hook,\n\npasting notes into a brief nobody reuses,\n\nthen writing 10 concepts from a blank page...\n\nThis system eliminates the entire loop:\n\n\u2192 Apify scrapes your competitors' active ads from Meta Ad Library (video + image)\n\u2192 Downloads every creative asset locally\n\u2192 Gemini watches each video and breaks down the hook, angle, visual format, copy framework, CTA, and emotional trigger\n\u2192 Runs the full batch and surfaces the patterns repeating across 3+ ads\n\u2192 Claude writes 10 ad concepts on the proven mechanics, matched to your brand voice\n\nNo scrolling the Ad Library.\nNo screenshotting ads into docs.\nNo guessing which hooks actually work.\n\nWhat you get:\n\n\u2192 A 7-dimension breakdown of every competitor ad\n\u2192 A pattern report showing which hooks, formats, and triggers keep repeating\n\u2192 10 ready-to-brief concepts traced back to real competitor data\n\u2192 A reusable pipeline \u2014 new competitors, new brief, same system\n\nThe research that eats your team a full day now runs in 15 minutes for ~$3 in API costs.\n\nBuilt 100% in Claude Code with Apify + Gemini.\n\nI put together a full playbook showing how to build the whole thing step-by-step from scratch.\n\nWant the playbook for free?\n\n> Like this post\n> Comment \"ADS\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 517,
        "retweet_count": 35,
        "reply_count": 428,
        "view_count": 44673,
        "id": "2065917959139434795",
        "created_at": "Sat Jun 13 22:03:19 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "I just vibe-coded a TikTok slideshow automation app in Claude Code \ud83e\udd2f\n\nOne-click generation of the exact slideshow format that's getting DTC brands and agencies millions of organic TikTok views right now.\n\nNiche prompt + Pinterest images + Claude = finished slideshows, ready to post.\n\nYep, I basically cloned Reelfarm in a weekend with Claude Code.\n\nPerfect for solo DTC founders who know organic TikTok is the cheapest reach left, but go quiet after three posts because there's no one to make the content.\n\nIf you've started a TikTok for your brand,\n\nposted a handful of times,\n\nrun out of ideas by day four,\n\nand watched it sit dead for three weeks while faceless accounts in your niche post five times a day \u2014 pulling six figures of views off plain images with text on top...\n\nThis app eliminates the entire loop:\n\n\u2192 Build an \"automation\" around any niche (finance, beauty, fitness, relationships)\n\u2192 Claude writes the hooks, body slides, titles, and captions in your voice\n\u2192 Scrape Creators pulls on-aesthetic images from Pinterest\n\u2192 App stitches slides together with text overlays, hook image, and CTA\n\u2192 Auto-publishes to TikTok via Blotato (or exports as drafts)\n\nNo creators.\nNo filming.\nNo editing in CapCut.\n\nWhat you get:\n\n\u2192 A reusable content engine \u2014 set the niche once, get endless slideshows\n\u2192 A hook bank that auto-refills when it runs low\n\u2192 Image collections sourced from Pinterest (not AI-generated slop)\n\u2192 Built-in editor to swap images or tweak copy before posting\n\u2192 Optional scheduler that posts for you on autopilot\n\nBuilt 100% in Claude Code.\nDeploys to Replit in one click so it runs 24/7.\n\nI put together a starter template pack with all of the prompts so you can vibe-code this yourself.\n\nWant the prompts for free?\n\n> Like this post\n> Comment \"SLIDES\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 332,
        "retweet_count": 18,
        "reply_count": 257,
        "view_count": 28057,
        "id": "2067042344449564871",
        "created_at": "Wed Jun 17 00:31:13 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "I just built a Brand Operating System inside Claude Cowork \ud83e\udd2f\n\nA connected system of files that every skill automatically reads from, so your hook writer, brief generator, and script writer all speak in your exact brand voice.\n\nAll inside Claude Cowork.\n\nPerfect for DTC brands and agencies whose AI output keeps coming back sounding like a competitor could have written it.\n\nIf every new Claude chat starts the same way \u2014\n\nre-explaining the brand,\n\nre-pasting the voice guidelines,\n\nre-describing the customer you've described a hundred times,\n\nthen editing for an hour to strip out the generic phrasing anyway...\n\nA Brand OS fixes the entire loop:\n\n\u2192 Build 3 foundation files once per brand\n\u2192 Every skill you create reads from them automatically\n\u2192 Hook writer pulls your voice + customer pain points\n\u2192 Brief generator pulls your positioning + angles\n\u2192 Script writer pulls the brief + brand DNA\n\u2192 Every output lands calibrated to your brand on the first pass\n\nNo re-briefing Claude on every chat.\nNo hour of editing to undo generic AI phrasing.\nNo creative that could belong to any brand in your category.\n\nWhat you get in the playbook:\n\n\u2192 The exact Brand OS file structure I use\n\u2192 Fill-in templates for all 3 foundation files\n\u2192 The architecture that makes every Claude skill 10x sharper\n\u2192 The per-client setup for agencies running a Brand OS per account\n\nFor agencies, this is a reusable knowledge base for every client on your roster \u2014 set it up once per client, and every campaign after that is already calibrated.\n\nI put together a full playbook with the file templates, the architecture, and the exact setup process, so you can build your own Brand OS for your brand or your clients.\n\nWant it for free?\n\n> Like this post\n> Comment \"OS\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 152,
        "retweet_count": 7,
        "reply_count": 130,
        "view_count": 14720,
        "id": "2066315506353848684",
        "created_at": "Mon Jun 15 00:23:01 +0000 2026"
      },
      {
        "author": "ecomTrevor",
        "text": "Why haven't you started High Ticket Ecom? https://t.co/I9wMx34rti",
        "like_count": 142,
        "retweet_count": 2,
        "reply_count": 15,
        "view_count": 7647,
        "id": "2066545089082466472",
        "created_at": "Mon Jun 15 15:35:18 +0000 2026"
      },
      {
        "author": "adswithani",
        "text": "Looking to hire a Creative Agency for Hume Health that thrives with UK-specific DTC clients. Any recommendations?",
        "like_count": 27,
        "retweet_count": 0,
        "reply_count": 21,
        "view_count": 7131,
        "id": "2065443838056112249",
        "created_at": "Fri Jun 12 14:39:19 +0000 2026"
      },
      {
        "author": "ssaaammiirr",
        "text": "Looking for a co-founding operator for a ecommerce brand inside our portfolio\n\nYou'll be a direct owner (equity % and profit spilt)\n\nWe'll fund everything, you'll work directly with me and our team\n\nNot a job or anything, talking about direct ownership here\n\nhttps://t.co/cRGGrZtUFh \napply here if interested",
        "like_count": 31,
        "retweet_count": 0,
        "reply_count": 4,
        "view_count": 6108,
        "id": "2067466930861031798",
        "created_at": "Thu Jun 18 04:38:22 +0000 2026"
      },
      {
        "author": "mikefutia",
        "text": "I just built a TikTok Shop research tool in Claude Code that replaces your $99/mo Kalodata subscription \ud83e\udd2f\n\nSearch any niche \u2192 a product leaderboard ranked by real revenue, the exact videos driving the sales, and a creative brief written for your brand.\n\nAll inside Claude Code.\n\nPerfect for DTC brands and agencies who need winning TikTok Shop creative without another monthly analytics bill.\n\nIf you're hunting for products to model,\n\nscrubbing TikTok for hours trying to find the videos actually selling them,\n\nthen guessing at the angle that makes them convert...\n\nThis tool kills the entire loop:\n\n\u2192 Search any niche, get a product leaderboard ranked by real revenue\n\u2192 Auto-load the actual TikTok videos driving each product's sales\n\u2192 Gemini watches every video and breaks down the hook, angle, and why it sells\n\u2192 Mine hundreds of customer reviews into ad angles and voice-of-customer copy\n\u2192 Generate a creative brief for your own brand, built on the proven winners\n\nNo $99/mo subscription.\nNo endless scrolling.\nNo guessing what's working.\n\nBuilt 100% in Claude Code, running on two API keys.\n\nI put together a full playbook showing every single prompt I used to build this in Claude Code, so you can spin up your own.\n\nWant it?\n\n> Like this post\n> Comment \"SHOP\"\n\nAnd I'll send it over (must be following so I can DM)",
        "like_count": 41,
        "retweet_count": 4,
        "reply_count": 36,
        "view_count": 2733,
        "id": "2068043305292886465",
        "created_at": "Fri Jun 19 18:48:41 +0000 2026"
      },
      {
        "author": "Juliettetestj",
        "text": "Building my network in the content and eCommerce space.\n\nLooking to connect with:\n\u2022 UGC Creators\n\u2022 Video Editors\n\u2022 Brand Owners\n\u2022 Content Strategists\n\u2022 Agency Owners\n\nAlways open to exchanging ideas, learning from others, and creating new opportunities.\n\nLet\u2019s connect \ud83d\ude80",
        "like_count": 63,
        "retweet_count": 2,
        "reply_count": 54,
        "view_count": 2543,
        "id": "2066925471758241807",
        "created_at": "Tue Jun 16 16:46:48 +0000 2026"
      },
      {
        "author": "_rexoo",
        "text": "Urgent: Hiring a Short-Form Video \nEditor\n\nPlease drop your portfolio in the comments or send a direct message. Looking to hire immediately.\n\nRate: $60 USD per video\nLength:  40 seconds\nNiche: Ecommerce video ads and dropshipping\nSkills: Motion graphics \n\nPayment: Wise",
        "like_count": 38,
        "retweet_count": 1,
        "reply_count": 49,
        "view_count": 2465,
        "id": "2066768022950519079",
        "created_at": "Tue Jun 16 06:21:10 +0000 2026"
      },
      {
        "author": "ashley_editor",
        "text": "Looking for a video editor.\n\nShort form social content, some longer cuts too.\nMust be reliable, communicative, Ai experience and quick. \n\nRetainer available for the right person. DM me a link to your work. Can start this week.",
        "like_count": 38,
        "retweet_count": 0,
        "reply_count": 42,
        "view_count": 2297,
        "id": "2067553855647469623",
        "created_at": "Thu Jun 18 10:23:47 +0000 2026"
      },
      {
        "author": "fantinnicolo",
        "text": "HIRING: senior creative strategist for 2 scaling DTC brands (one built on a patented device).\n\nyou own creative + meta buying. base + % of profit.\n\noutput > hours.\n\nreply w/ brands you've scaled (spend/day + ROAS) + 2-3 winners you made. real numbers only. no agencies.",
        "like_count": 40,
        "retweet_count": 0,
        "reply_count": 9,
        "view_count": 1900,
        "id": "2067619954333974790",
        "created_at": "Thu Jun 18 14:46:26 +0000 2026"
      },
      {
        "author": "CodyCoolNFT",
        "text": "Looking for a #CreativeStrategist / Marketing Partner for a new supplement brand.\n\nWe\u2019re experienced e-commerce operators looking for someone who can lead creative strategy\n\nOpen to freelance, advisory, or equity-based partnerships. \n#ecommerce  #performancemarketing #DTC",
        "like_count": 18,
        "retweet_count": 0,
        "reply_count": 16,
        "view_count": 1460,
        "id": "2067176853060620412",
        "created_at": "Wed Jun 17 09:25:42 +0000 2026"
      },
      {
        "author": "aalanazarr",
        "text": "wanting to hire 2X dtc video editors for health/beauty ecom brand, creating videos like voice over b-roll, AI UGC, AI podcast, AI animations\n\n$20USD per video ad concept\n\n10-15 concepts per week\n\nMUST HAVE REFERENCES/PORTFOLIO OF DTC ECOM BRANDS\n\nif you're dialed hit my DMs\n\nPFA\n@ecomtalent",
        "like_count": 15,
        "retweet_count": 0,
        "reply_count": 14,
        "view_count": 1416,
        "id": "2067547531525931360",
        "created_at": "Thu Jun 18 09:58:39 +0000 2026"
      },
      {
        "author": "GlennNieuwenh",
        "text": "These are results from a new brand started bit over 3 months ago.\n\nJust had a \u20ac5k profit day.\n\nWhat's crazy is ANYONE reading this could do the same.\n\n\u20ac5,000/days aren't too hard to hit with ecom.\n\nyou just need to know your audience:\n\n- Their pains\n- Their needs\n- Their psychology\n\nLiterally, figure out what it is they want.",
        "like_count": 30,
        "retweet_count": 0,
        "reply_count": 6,
        "view_count": 1090,
        "id": "2067658676358307926",
        "created_at": "Thu Jun 18 17:20:18 +0000 2026"
      },
      {
        "author": "dylanevxns",
        "text": "Need a Framer developer for a quick project, fast turnarounds needed\n\nDesigns provided in figma, ready to go\ud83e\udd1d",
        "like_count": 28,
        "retweet_count": 0,
        "reply_count": 22,
        "view_count": 1079,
        "id": "2067740891553444067",
        "created_at": "Thu Jun 18 22:46:59 +0000 2026"
      }
    ]
  },
  "Q19: AI automation & side hustle": {
    "query": "\"ai automation\" OR \"make money with ai\" OR \"ai side hustle\" min_faves:50",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "marfinxx",
        "text": "https://t.co/fkcbKcA46P",
        "like_count": 24,
        "retweet_count": 2,
        "reply_count": 4,
        "view_count": 54874,
        "id": "2066801898393346145",
        "created_at": "Tue Jun 16 08:35:46 +0000 2026"
      },
      {
        "author": "NadzuAI",
        "text": "You can make an extra $6,000+ per month with:\n\n1. A smartphone\n2. Internet access\n3. 60 minutes a day\n\nNo experience.\nNo technical skills.\nNo upfront investment.\n\nI created a FREE AI Side Hustle Guide that shows the exact methods beginners are using right now.\n\nWant it?\n\nLike this post and comment \"AI\"\n\nI'll send it to your DM.\n\nMust be following me.\n\n\u23f3 Free for the next 48 hours only.",
        "like_count": 265,
        "retweet_count": 46,
        "reply_count": 310,
        "view_count": 19485,
        "id": "2066715451443531958",
        "created_at": "Tue Jun 16 02:52:15 +0000 2026"
      },
      {
        "author": "Zephyr_hg",
        "text": "50 ways to make money with AI. Pick one this weekend.\n\nSpent weeks pulling apart every AI opportunity worth building right now.\n\nLanded on 50 that actually make money with tech that exists today.\n\nEach one comes with a revenue path, an MVP scope, and the exact stack to build it.\n\nSorted into 5 categories: vertical agents, content tools, data infrastructure, edge AI, and services.\n\nMedical billing agents. Construction safety cameras. Drone inspectors for solar farms.\n\nEvery idea is scoped lean enough to validate in 48 hours with a simple ad or DM test.\n\nNo more staring at the AI gold rush wondering where to point your next month of effort.\n\nPick the lane that fits your skills and ship the smallest version before everyone else finds it.\n\nComment \"IDEAS\" and I'll DM it to you (must be following)",
        "like_count": 55,
        "retweet_count": 12,
        "reply_count": 90,
        "view_count": 4323,
        "id": "2067502709616349509",
        "created_at": "Thu Jun 18 07:00:32 +0000 2026"
      },
      {
        "author": "Diorlaah",
        "text": "After learning automation watching YouTube for almost 2 months, I finally joined a class\ud83e\udd17\n\nI\u2019m taking advantage of the Nasfat X Skill Afrika AI Automation class @omoalhajaabiola posted. Class started last week and we\u2019ve covered AI PROMPTING and already building systems using N8N https://t.co/D33iTeXupt",
        "like_count": 15,
        "retweet_count": 3,
        "reply_count": 5,
        "view_count": 4145,
        "id": "2067636450695266613",
        "created_at": "Thu Jun 18 15:51:59 +0000 2026"
      },
      {
        "author": "aiedge_",
        "text": "How to actually make money with AI in 2026.\n\nI haven't seen a single other influencer talk about this: https://t.co/qPSWRUTJnJ",
        "like_count": 19,
        "retweet_count": 1,
        "reply_count": 1,
        "view_count": 2349,
        "id": "2067903270371406185",
        "created_at": "Fri Jun 19 09:32:14 +0000 2026"
      },
      {
        "author": "AutomationKing0",
        "text": "People are making insane money out of AI video creation and AI Automation ooo \n\nLet me go and take my n8n and Google flow serious \ud83c\udfc3\u200d\u2640\ufe0f",
        "like_count": 47,
        "retweet_count": 1,
        "reply_count": 4,
        "view_count": 2238,
        "id": "2067874457582960649",
        "created_at": "Fri Jun 19 07:37:44 +0000 2026"
      },
      {
        "author": "Tech_babby",
        "text": "Day 7 of helping you make money with AI \ud83d\udcb0\n\nBy now, you\u2019ve chosen a service to sell and you\u2019ve started getting familiar with the AI tools you\u2019ll be using.\n\nIf you haven\u2019t \ud83d\udc49\ud83c\udffd https://t.co/ovyzfInrZF\n\nToday\u2019s task is: Go to the search bar on TikTok, Instagram, LinkedIn, or X and search for your service.\n\nFor example:\n\ud83d\udd0d \u201cAI Image Generator\u201d\n\ud83d\udd0d \u201cAI Automation\u201d\n\ud83d\udd0d \u201cAI Content Writer\u201d\n\ud83d\udd0d \u201cAI Chatbot Builder\u201d\n\nFind 5\u201310 creators already creating content around that service.\n\nStudy:\n\ud83d\udc49\ud83c\udffd The content they post\n\ud83d\udc49\ud83c\udffd The problems they talk about\n\ud83d\udc49\ud83c\udffd The audience they attract\n\ud83d\udc49\ud83c\udffd The offers in their bio and content\n\nYour goal is to model what\u2019s already working, then add your own personality and experience over time.\n\nPay special attention to their offers. The way they package and sell their services will teach you a lot about positioning and monetization.\n\nWe\u2019ll dive deeper into offers next week. \ud83d\ude80 Happy weekend \ud83d\ude2e\u200d\ud83d\udca8",
        "like_count": 48,
        "retweet_count": 4,
        "reply_count": 2,
        "view_count": 2199,
        "id": "2065518501343756763",
        "created_at": "Fri Jun 12 19:36:00 +0000 2026"
      },
      {
        "author": "santoshstack",
        "text": "Hey founders!\n\nLooking to connect with people building in:\n\n\u2022 SaaS\n\n\u2022 AI\n\n\u2022 Automation\n\n\u2022 Web apps\n\n\u2022 Tech products\n\n\u2022 Marketing \n\nDrop what you're working on \ud83d\udc47",
        "like_count": 54,
        "retweet_count": 3,
        "reply_count": 79,
        "view_count": 1866,
        "id": "2067470185997701190",
        "created_at": "Thu Jun 18 04:51:18 +0000 2026"
      },
      {
        "author": "delveroin",
        "text": "People into AI Automation, how is it like?\n\nSomeone explain to me and how do I get into it?",
        "like_count": 19,
        "retweet_count": 2,
        "reply_count": 5,
        "view_count": 1260,
        "id": "2065438928685912460",
        "created_at": "Fri Jun 12 14:19:49 +0000 2026"
      },
      {
        "author": "antisadh",
        "text": "$20K A MONTH FROM 10 AI AUTOMATION CLIENTS IS THE WHOLE GAME IN 2026, AND EVERY $200K AGENCY IS BUILT ON WORKFLOWS\n\nmost builders sell prompts and wonder why the same 10 client offer never closes, the agencies clearing $20K a month sell workflows where every step writes to a file and the next one reads it\n\nan october 2025 arxiv study showed LLM accuracy drops as conversations get longer because the model loses track of which piece matters, the fix is not better prompts but cleaner handoffs between steps\n\nclare liguori at AWS ran 3,000 evals on five different agent approaches, simple prompts hit 82.5 percent accuracy, structured workflows with steering hooks hit 100 percent across 600 runs\n\na real client workflow runs in 4 steps, reddit research writes to one file, news scraping writes to another, arxiv pulls to a third, the final step reads all three and ships the deliverable\n\n10 local businesses pay $2,000 a month each for that, the builder runs the pipeline overnight, never opens a chat window, never copies between tabs, $240,000 a year in net revenue\n\nthe window is open, follow and bookmark before it closes",
        "like_count": 33,
        "retweet_count": 1,
        "reply_count": 7,
        "view_count": 1098,
        "id": "2067959326946509009",
        "created_at": "Fri Jun 19 13:14:59 +0000 2026"
      },
      {
        "author": "shubham_crazy08",
        "text": "\ud83d\udea8 WARNING: Most people will never make money with AI.\n\nNot because the tools are bad.\n\nBut because they keep asking AI to do small tasks instead of building systems that create value, attract customers, \n\nThese 8 Claude prompts can completely change how you use AI in 2026 \ud83d\udc47 https://t.co/6BWdWf4mbH",
        "like_count": 74,
        "retweet_count": 25,
        "reply_count": 9,
        "view_count": 1015,
        "id": "2067557256082894946",
        "created_at": "Thu Jun 18 10:37:17 +0000 2026"
      },
      {
        "author": "Tech_babby",
        "text": "Learn in-depth AI Leverage \nLearn in-depth AI Leverage \nLearn In-depth AI Leverage \n\nHow do you make money with AI?\n\n\u2192 Start building AI systems \n\u2192 Start creating simple digital products\n\u2192 Figure out Freelance platforms \n\u2192 Sell AI solutions as a service \n\u2192 Apply to AI related jobs \n\u2192 Teach others how to use AI tools\n\nIf you\u2019re looking for an AI powered community to help you grow. Comment Hi \ud83d\udc47\ud83c\udffd and I\u2019d send you the link \ud83d\ude4f\ud83c\udffd",
        "like_count": 26,
        "retweet_count": 5,
        "reply_count": 8,
        "view_count": 991,
        "id": "2067890163691212901",
        "created_at": "Fri Jun 19 08:40:09 +0000 2026"
      },
      {
        "author": "0x_dynamo",
        "text": "i got invited to speak at upskill 1.0 yesterday.\n\nmy sessions covered ai + automation, honestly one of the most fun things i\u2019ve done in a while and judging by the energy in the room, they felt it too.\n\nyou can do great things from a small place \ud83e\udef6 https://t.co/jQt1oZYN8b",
        "like_count": 59,
        "retweet_count": 5,
        "reply_count": 21,
        "view_count": 512,
        "id": "2068018785563394259",
        "created_at": "Fri Jun 19 17:11:15 +0000 2026"
      },
      {
        "author": "Stellaabiodun_",
        "text": "Guys microtech is back again with another opportunity, in case you missed the previous one, just quickly jump on this one. They're giving us 500 slot only like the last time where you get to learn Data Analysis, virtual Assistant, AI Automation, Digital Marketing, Project Management, AI Content Creation and AI Web Design.",
        "like_count": 8,
        "retweet_count": 5,
        "reply_count": 0,
        "view_count": 390,
        "id": "2066643868263886913",
        "created_at": "Mon Jun 15 22:07:49 +0000 2026"
      },
      {
        "author": "karansharmma",
        "text": "Hey @X Algorithm \ud83d\udc4b\n\nI'm Karan.\n\nLooking to connect with people interested in:\n\n\ud83d\udd10 Cybersecurity\n\u2601\ufe0f Cloud Computing\n\ud83e\udd16 AI & Automation\n\ud83d\udcf1 Tech & Gadgets\n\ud83d\ude80 Startups & SaaS\n\ud83d\udcc8 Marketing & Growth\n\ud83e\udde0 Psychology & Human Behavior\n\ud83d\udcbb Freelancing & Remote Work\nAlways curious to learn, build, and exchange ideas.\nWhat are you currently working on? \ud83d\udc47",
        "like_count": 7,
        "retweet_count": 0,
        "reply_count": 13,
        "view_count": 285,
        "id": "2067451625091076320",
        "created_at": "Thu Jun 18 03:37:33 +0000 2026"
      },
      {
        "author": "heisemzee",
        "text": "If you are into tech:\n\nAi Automation\nUI/UX\nMotion Design \nVideo Editing \nCopy writing \nSoftware developer \n\nThis is the best for us to connect \u263a\ufe0f https://t.co/2H4yxFkMAg",
        "like_count": 8,
        "retweet_count": 2,
        "reply_count": 6,
        "view_count": 117,
        "id": "2067540131305730088",
        "created_at": "Thu Jun 18 09:29:14 +0000 2026"
      },
      {
        "author": "StarrgirlBC",
        "text": "5 Ways I Make Money With AI (No Code Required) https://t.co/TfW1nDjJxT",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 6,
        "view_count": 71,
        "id": "2068004914534535301",
        "created_at": "Fri Jun 19 16:16:07 +0000 2026"
      },
      {
        "author": "SajidAr95914295",
        "text": "How to Make Money with AI by Building Local Bots\n\nYou have probably seen a thousand videos about how to make money with AI . Most of them tell you to write cheap ebooks or spam blog posts. But let us be honest. Those methods ra...\n\nhttps://t.co/1LiqCUA2xC https://t.co/58xCxtuGaJ",
        "like_count": 1,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 7,
        "id": "2068024348003430574",
        "created_at": "Fri Jun 19 17:33:21 +0000 2026"
      },
      {
        "author": "XINCHAOONGCHU1",
        "text": "How To Make Money With AI Agents: MuleRun\n\nhttps://t.co/AS9Y2Ih1LE https://t.co/LdTjm5izDg",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 5,
        "id": "2068030043646001613",
        "created_at": "Fri Jun 19 17:55:59 +0000 2026"
      },
      {
        "author": "XINCHAOONGCHU1",
        "text": "How to Make Money with AI Agents Using MuleRun AI | No Coding Needed!\n\nhttps://t.co/dl6n89CGlh",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 5,
        "id": "2068042211527364657",
        "created_at": "Fri Jun 19 18:44:20 +0000 2026"
      }
    ]
  },
  "Q20: eSIM travel data": {
    "query": "\"esim\" OR \"travel sim\" min_faves:50 min_retweets:5",
    "raw": 17,
    "filtered": 17,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "nic_cool",
        "text": "Guys, uso na ba sa PH ang eSim?",
        "like_count": 449,
        "retweet_count": 2,
        "reply_count": 64,
        "view_count": 220736,
        "id": "2067740124746780786",
        "created_at": "Thu Jun 18 22:43:57 +0000 2026"
      },
      {
        "author": "VELTRA_official",
        "text": "\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u958b\u50ac\u8a18\u5ff5\ud83c\udf89\neSIM\u30b5\u30de\u30fc\u30ad\u30e3\u30f3\u30da\u30fc\u30f32026 \u30b9\u30bf\u30fc\u30c8\uff01\n\n\u30d5\u30a9\u30ed\u30fc\uff06\u30ea\u30dd\u30b9\u30c8\u3067\u30c7\u30b8\u30bf\u30eb\u30ae\u30d5\u30c8\u304c\u5f53\u305f\u308b\u30c1\u30e3\u30f3\u30b9\ud83c\udf81\n\n\u25bc\u53c2\u52a0\u65b9\u6cd5\n\u2460\u3053\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u30d5\u30a9\u30ed\u30fc\n\u2461\u3053\u306e\u6295\u7a3f\u30926/19 11:59\u8fc4\u306b\u30ea\u30dd\u30b9\u30c8\n\u2462\u753b\u50cf\u30bf\u30c3\u30d7\u3067\u30da\u30fc\u30b8\u3078\u30a2\u30af\u30bb\u30b9\n\u2463\u4e0b\u90e8\u306e\u30dc\u30bf\u30f3\u304b\u3089\u7d50\u679c\u3092\u78ba\u8a8d",
        "like_count": 777,
        "retweet_count": 4161,
        "reply_count": 7,
        "view_count": 203958,
        "id": "2067442180684202093",
        "created_at": "Thu Jun 18 03:00:01 +0000 2026"
      },
      {
        "author": "VELTRA_official",
        "text": "\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u958b\u50ac\u8a18\u5ff5\ud83c\udf89\neSIM\u30b5\u30de\u30fc\u30ad\u30e3\u30f3\u30da\u30fc\u30f32026 \u30b9\u30bf\u30fc\u30c8\uff01\n\n\u30d5\u30a9\u30ed\u30fc\uff06\u30ea\u30dd\u30b9\u30c8\u3067\u30c7\u30b8\u30bf\u30eb\u30ae\u30d5\u30c8\u304c\u5f53\u305f\u308b\u30c1\u30e3\u30f3\u30b9\ud83c\udf81\n\n\u25bc\u53c2\u52a0\u65b9\u6cd5\n\u2460\u3053\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u30d5\u30a9\u30ed\u30fc\n\u2461\u3053\u306e\u6295\u7a3f\u30926/18 11:59\u8fc4\u306b\u30ea\u30dd\u30b9\u30c8\n\u2462\u753b\u50cf\u30bf\u30c3\u30d7\u3067\u30da\u30fc\u30b8\u3078\u30a2\u30af\u30bb\u30b9\n\u2463\u4e0b\u90e8\u306e\u30dc\u30bf\u30f3\u304b\u3089\u7d50\u679c\u3092\u78ba\u8a8d",
        "like_count": 829,
        "retweet_count": 4327,
        "reply_count": 6,
        "view_count": 196937,
        "id": "2067079788901355629",
        "created_at": "Wed Jun 17 03:00:00 +0000 2026"
      },
      {
        "author": "VELTRA_official",
        "text": "\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u958b\u50ac\u8a18\u5ff5\ud83c\udf89\neSIM\u30b5\u30de\u30fc\u30ad\u30e3\u30f3\u30da\u30fc\u30f32026 \u30b9\u30bf\u30fc\u30c8\uff01\n\n\u30d5\u30a9\u30ed\u30fc\uff06\u30ea\u30dd\u30b9\u30c8\u3067\u30c7\u30b8\u30bf\u30eb\u30ae\u30d5\u30c8\u304c\u5f53\u305f\u308b\u30c1\u30e3\u30f3\u30b9\ud83c\udf81\n\n\u25bc\u53c2\u52a0\u65b9\u6cd5\n\u2460\u3053\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u30d5\u30a9\u30ed\u30fc\n\u2461\u3053\u306e\u6295\u7a3f\u30926/20 11:59\u8fc4\u306b\u30ea\u30dd\u30b9\u30c8\n\u2462\u753b\u50cf\u30bf\u30c3\u30d7\u3067\u30da\u30fc\u30b8\u3078\u30a2\u30af\u30bb\u30b9\n\u2463\u4e0b\u90e8\u306e\u30dc\u30bf\u30f3\u304b\u3089\u7d50\u679c\u3092\u78ba\u8a8d",
        "like_count": 605,
        "retweet_count": 3610,
        "reply_count": 1,
        "view_count": 187866,
        "id": "2067804580021240027",
        "created_at": "Fri Jun 19 03:00:04 +0000 2026"
      },
      {
        "author": "pasa24372",
        "text": "@Zeytinburnulu  ve @basaksehirli_  bu gun urfada tutukland\u0131 esim ibrahimin babas\u0131 \u00fcmmete mal olmu\u015f bi de\u011ferdir o herzaman zalimin kar\u015f\u0131s\u0131nda mazlum un yan\u0131nda olmu\u015ftur sadece dua etmek yetmez siz degerli m\u00fcsl\u00fcmanlar\u0131n vakit kaybetmeden gundem olu\u015fturman\u0131z\u0131 istiyorum",
        "like_count": 61,
        "retweet_count": 13,
        "reply_count": 4,
        "view_count": 12219,
        "id": "2065910662883058148",
        "created_at": "Sat Jun 13 21:34:19 +0000 2026"
      },
      {
        "author": "pasa24372",
        "text": "Esim @basaksehirli_ an itibariyle urfadayiz mahkeme salonuna gireli 45 dk oldu dualarinizi esirgemeyin tum m\u00fcsl\u00fcmanlar\u0131 esaretten kurtars\u0131n Rabbim",
        "like_count": 128,
        "retweet_count": 9,
        "reply_count": 18,
        "view_count": 8383,
        "id": "2065741237982822600",
        "created_at": "Sat Jun 13 10:21:05 +0000 2026"
      },
      {
        "author": "applesfera",
        "text": "Con todos los a\u00f1os que llevo con un iPhone y a veces me olvido que puedo convertir una SIM a eSIM desde los ajustes https://t.co/dgyNORL44x",
        "like_count": 15,
        "retweet_count": 4,
        "reply_count": 0,
        "view_count": 5447,
        "id": "2067874617784492220",
        "created_at": "Fri Jun 19 07:38:22 +0000 2026"
      },
      {
        "author": "NomiqaDePin",
        "text": "\ud83d\ude80 The future of connectivity shouldn't be a black box.\n\nNomiqa is creating a global network of contributors helping generate real-world mobile network insights through everyday smartphones.\n\nWe're looking for early community builders, educators, content creators, and country representatives who want to help shape the future of mobile connectivity.\n\nApplications are now open check the pinned post on our page.\n\n#Connectivity #eSIM #TravelTech #DigitalInfrastructure #MobileTechnology #FutureTech",
        "like_count": 57,
        "retweet_count": 25,
        "reply_count": 16,
        "view_count": 4555,
        "id": "2066597217499247080",
        "created_at": "Mon Jun 15 19:02:26 +0000 2026"
      },
      {
        "author": "NomiqaDePin",
        "text": "\ud83c\udf10 Applications for the Nomiqa Ambassador Program are now OPEN.\n\nWe're looking for creators, community builders, educators, and future Country Leaders who want to help grow real DePIN infrastructure.\n\n\ud83d\udcf1 Nomiqa collects real-world mobile network data through smartphones.\n\ud83c\udf0d eSIM marketplace already live.\n\u26a1 Built on Solana.\n\nWhat you can earn:\n\ud83c\udfc6 Nomiqa Points\n\ud83d\udcb0 USDT Rewards\n\u25ce SOL Rewards\n\ud83d\ude80 Exclusive ecosystem opportunities\n\n\ud83d\udcc5 Apply before June 18, 2026\n\n\ud83d\udc49 https://t.co/0Opn4EeFxD\n\nYour region needs a leader.\n\nJoin Nomiqa. Build the Future. \ud83d\udc99\n\n#Nomiqa #DePIN #Solana #Web3",
        "like_count": 96,
        "retweet_count": 32,
        "reply_count": 32,
        "view_count": 3691,
        "id": "2065868347254640898",
        "created_at": "Sat Jun 13 18:46:10 +0000 2026"
      },
      {
        "author": "bicsim_official",
        "text": "\uff5bWEB\u7533\u3057\u8fbc\u307f\u9650\u5b9a\uff01\neSIM\u521d\u671f\u8cbb\u7528\u534a\u984d\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u2b50\n\n\u671f\u9593\uff1a11\u67084\u65e5(\u6c34)\u307e\u3067\n\n#BICSIM \u30ae\u30ac\u30d7\u30e9\u30f3\u306e\u300c\u97f3\u58f0eSIM\u300d\u307e\u305f\u306f\u300c\u30c7\u30fc\u30bfeSIM\u300d\u3092\u65b0\u898f\u304a\u7533\u3057\u8fbc\u307f\u3044\u305f\u3060\u304f\u3068\u2026\uff01\n\n\u2728\u521d\u671f\u8cbb\u7528\u5272\u5f15\u7279\u5178\u2728\n\u521d\u671f\u8cbb\u7528\u304b\u30891,650\u5186(\u7a0e\u8fbc)\u3092\u5272\u5f15\u3057\u307e\u3059\ud83d\udca1\n\n\u25bc\u8a73\u7d30\nhttps://t.co/jBFTTXzHHv\n\n\uff5b\u304a\u898b\u9003\u3057\u306a\u304f\ud83d\udcf1\n#\u683c\u5b89SIM https://t.co/SQGev8zqmV",
        "like_count": 26,
        "retweet_count": 6,
        "reply_count": 1,
        "view_count": 2612,
        "id": "2066355016810766722",
        "created_at": "Mon Jun 15 03:00:01 +0000 2026"
      },
      {
        "author": "NjiwaFLow",
        "text": "\ud83d\udca8IPHONE FULL BOX \ud83d\udd25\ud83d\udd25\n\niPhone 13\n\u25aa\ufe0f128GB - 900,000\n\u25aa\ufe0f256GB - 1,100,000\n\niPhone 13 Pro\n\u25aa\ufe0f128GB - 1,250,000\n\u25aa\ufe0f256GB - 1,350,000 \n\niPhone 13 pro Max\n\u25aa\ufe0f128GB 1,350,000 \n\u25aa\ufe0f256GB 1,480,000\n\niPhone 14\n\u25aa\ufe0f128GB - 1,250,000\n\niPhone 14 Pro\n\u25aa\ufe0f128GB - Tsh. 1,400,000\n\u25aa\ufe0f256GB - Tsh. 1,500,000\n\niPhone 14 Pro Max \n\u25aa\ufe0f128GB - Tsh. 1,550,000\n\u25aa\ufe0f256GB Tsh. 1,650,000\n\niPhone 15\n\u25aa\ufe0f128GB - Tsh. 1,500,000\n\u25aa\ufe0f256GB - Tsh. 1,650,000\n\niPhone 15 Pro Max \n\u25aa\ufe0f256GB Tsh. 2,050,000\n\niPhone 16 plain\n\u25aa\ufe0f128GB - 2,000,000\n\u25aa\ufe0f256GB - 2,250,000\n\niPhone 16 Pro Max\n\u25aa\ufe0f256GB 2,850,000\n\niPhone 17 plain\n\u25aa\ufe0f128GB - 2,300,000\n\u25aa\ufe0f256GB - 2,680,000\n\niPhone 17 Pro 256GB\n\u25aa\ufe0feSIM only - Tsh. 3,600,000\n\u25aa\ufe0fSIM & eSIM - Tsh. 3,950,000\n\niPhone 17 Pro 512GB\n\u25aa\ufe0feSIM only - Tsh. 3,900,000\n\u25aa\ufe0fSIM & eSIM - Tsh. 4,300,000\n\niPhone 17 Pro Max 256GB\n\u25aa\ufe0feSIM only - Tsh. 3,650,000\n\u25aa\ufe0fSIM & eSIM - Tsh. 4,050,000\n\niPhone 17 Pro Max 512GB\n\u25aa\ufe0feSIM only - Tsh. 4,100,000\n\u25aa\ufe0fSIM & eSIM - Tsh. 4,760,000\n\n\ud83d\udccdDAR: Tunatazamana na Geti la KKKT Kariakoo utapanda ngazi za njano Floor ya 1 utaingia ndani na kukunja kulia duka limeandikwa NJIWA STORE\n\n\ud83d\udccdMWANZA: Roundabout ya Samaki bango limeandikwa NJIWA STORE",
        "like_count": 36,
        "retweet_count": 17,
        "reply_count": 1,
        "view_count": 2421,
        "id": "2065702070569570452",
        "created_at": "Sat Jun 13 07:45:27 +0000 2026"
      },
      {
        "author": "bitrefill",
        "text": "Land anywhere connected. No SIM swaps, no roaming bills, no contract.\n\nBuy an eSIM with crypto or a card in 60 seconds. https://t.co/hhDjYUtHY5",
        "like_count": 31,
        "retweet_count": 5,
        "reply_count": 3,
        "view_count": 2184,
        "id": "2066944618759962904",
        "created_at": "Tue Jun 16 18:02:53 +0000 2026"
      },
      {
        "author": "kvng_west_",
        "text": "Clean as new \nMint iPhone 14pro\n128gb 650,000\n256gb 690,000\nPhysical + ESIM https://t.co/Pi3een08Aj",
        "like_count": 45,
        "retweet_count": 33,
        "reply_count": 33,
        "view_count": 1357,
        "id": "2067146379688882306",
        "created_at": "Wed Jun 17 07:24:37 +0000 2026"
      },
      {
        "author": "mrrkitchener",
        "text": "14 pro max 256gb \neSim locked \n4500ghc https://t.co/YE8gWKCiMc",
        "like_count": 14,
        "retweet_count": 4,
        "reply_count": 5,
        "view_count": 1109,
        "id": "2065358939303063940",
        "created_at": "Fri Jun 12 09:01:58 +0000 2026"
      },
      {
        "author": "kardpay",
        "text": "eSIMs are BACK on the kardpay V2!\n\nStay connected worldwide.\n\nBuy with crypto.\n\nNo KYC.\n\nBuy one now here \ud83d\udc49 https://t.co/6j03fUwcOb https://t.co/BJjawvy3fY",
        "like_count": 12,
        "retweet_count": 5,
        "reply_count": 4,
        "view_count": 743,
        "id": "2067311803856519456",
        "created_at": "Wed Jun 17 18:21:57 +0000 2026"
      },
      {
        "author": "rqyh113758",
        "text": "\u0646\u0627\u0648\u064a \u062a\u0633\u0627\u0641\u0631 \u0642\u0631\u064a\u0628\u061f \u2708\ufe0f\u2665\ufe0f\n\u0623\u0647\u0645 \u0634\u064a\u0621 \u062a\u0633\u0648\u064a\u0647 \u062a\u0627\u062e\u0630 \u0634\u0631\u064a\u062d\u0629 eSIM \u0648\u062a\u0641\u0639\u0644 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0642\u0628\u0644 \u0627\u0644\u0633\u0641\u0631\ud83d\udc4c\n\n\u0634\u062e\u0635\u064a\u064b\u0627 \u0623\u0633\u062a\u062e\u062f\u0645 \u0647\u0648\u0644\u0627\u0641\u0644\u064a:\n\ud83d\udcf6 \ud83d\ude4b\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u0627 \u0645\u062d\u062f\u0648\u062f\n\ud83e\udd2d \u062a\u0633\u0648\u064a \u0645\u0634\u0627\u0631\u0643\u0629 \u0644\u0623\u062c\u0647\u0632\u062a\u0643\n\ud83d\udce9 \u0631\u0642\u0645 \u0645\u062d\u0644\u064a \u064a\u0633\u062a\u0642\u0628\u0644 \u0631\u0633\u0627\u0626\u0644 SMS\n\u270c\ufe0f\u0628\u0627\u0642\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0648\u0627\u0634\u062a\u0631\u0627\u0643\u0627\u062a \u0634\u0647\u0631\u064a\u0629\n\n\u0643\u0648\u062f \u062e\u0635\u0645 \u0647\u0648\u0644\u0627\u0641\u0644\u064a \u0627\u0636\u0627\u0641\u064a: EEE https://t.co/OMKhkdm1PH",
        "like_count": 6,
        "retweet_count": 6,
        "reply_count": 30,
        "view_count": 88,
        "id": "2066193677458849931",
        "created_at": "Sun Jun 14 16:18:55 +0000 2026"
      },
      {
        "author": "travel_tipss",
        "text": "\ud83c\udf0d Why You Should Use an eSIM for Your Summer Trip to Europe (Instead of Traditional Roaming) \u2600\ufe0f\ud83d\udcf1\ud83c\uddea\ud83c\uddfa\ud83d\udedc\n\n\ud83d\ude09 Special discounts:\n\ud83d\udd39 Holafly\nDiscount code: SAVE\n\ud83c\udf10 https://t.co/gxctLctSOR\n\n\ud83d\udd39 eTravelSim\nDiscount code: YALLA15\n\ud83c\udf10 https://t.co/hmrburYr1p\n\n\ud83d\ude80 1. Save Money on Data Charges\nTraditional roaming can quickly become expensive, especially if you're using maps, social media, video calls, or streaming while traveling.\n\u2705 eSIM plans offer affordable local and regional data packages\u2028\u2705 No surprise roaming bills when you return home\u2028\u2705 Pay only for the data you actually need\n\ud83d\udcb0 Many Europe-wide eSIM plans cost less than a few days of international roaming from major carriers.\n\n\ud83c\udf10 2. Stay Connected Across Multiple European Countries\nOne of the best parts of Europe is how easy it is to visit multiple countries in one trip.\nWith an eSIM, you can travel seamlessly between:\n\u2022France \ud83c\uddeb\ud83c\uddf7\n\u2022Italy \ud83c\uddee\ud83c\uddf9\n\u2022Spain \ud83c\uddea\ud83c\uddf8\n\u2022Germany \ud83c\udde9\ud83c\uddea\n\u2022Netherlands \ud83c\uddf3\ud83c\uddf1\n\u2708\ufe0f No need to buy a new SIM card every time you cross a border.\n\n\u26a1 3. Instant Activation Before You Fly\nForget searching for SIM card shops at the airport.\nWith an eSIM:\u2028\ud83d\udcf2 Purchase online\u2028\ud83d\udce7 Receive a QR code instantly\u2028\ud83c\udf0d Activate your data plan before departure\nThe moment your plane lands, you're connected.\n\n\ud83d\uddfa\ufe0f 4. Perfect for Navigation and Travel Apps\nYour phone becomes your travel companion.\nUse:\n\u2022Google Maps \ud83d\uddfa\ufe0f\n\u2022Ride-sharing apps \ud83d\ude97\n\u2022Translation tools \ud83d\udde3\ufe0f\n\u2022Booking confirmations \u2708\ufe0f\n\u2022Restaurant recommendations \ud83c\udf5d\nAn active eSIM ensures you're always connected when you need directions or travel updates.\n\n\ud83d\udd12 5. Keep Your Original Number\nOne major advantage of eSIM technology:\n\u2705 Keep your home SIM active for calls and texts\u2028\u2705 Use the eSIM for affordable European data\u2028\u2705 No need to swap or store physical SIM cards\nThis dual-SIM convenience is ideal for both business and leisure travelers.\n\n\ud83c\udf92 6. No Physical SIM Cards to Lose\nTraditional SIM cards are tiny and easy to misplace.\nWith an eSIM:\u2028\u2714\ufe0f No physical card required\u2028\u2714\ufe0f No SIM ejector tool needed\u2028\u2714\ufe0f No risk of losing your home SIM during your trip\nEverything is digital and hassle-free.",
        "like_count": 10,
        "retweet_count": 7,
        "reply_count": 0,
        "view_count": 56,
        "id": "2067997299532304439",
        "created_at": "Fri Jun 19 15:45:52 +0000 2026"
      }
    ]
  },
  "Q21: Travel tips & roaming": {
    "query": "\"travel tips\" OR \"roaming\" OR \"travel data\" min_faves:50 min_retweets:5",
    "raw": 20,
    "filtered": 19,
    "fp_count": 1,
    "fp_reasons": {
      "keyword 'roaming' only in @handle": 1
    },
    "tweets": [
      {
        "author": "sciencegirl",
        "text": "Useful travel tips \n\n\ud83d\udcf9 jeffandlaurenshow\n https://t.co/SzTdN1oyvq",
        "like_count": 21334,
        "retweet_count": 3277,
        "reply_count": 352,
        "view_count": 5401410,
        "id": "1872640061420007646",
        "created_at": "Fri Dec 27 13:45:57 +0000 2024"
      },
      {
        "author": "arfdy12",
        "text": "Great travel tips dari saudara Khairul Aming \ud83d\udc47\ud83c\udffb\n\nKalau pergi ke New Zealand (atau mana-mana negara yang pemeriksaan kastam agak ketat), buat list bahan masakan yang dibawa. \n\nIni akan memudahkan urusan di lapangan terbang & Alhamdulillah barangan yang mereka bawa tak dirampas \ud83d\udc4d\ud83c\udffb https://t.co/5salLWmuhi",
        "like_count": 18068,
        "retweet_count": 8239,
        "reply_count": 57,
        "view_count": 4255832,
        "id": "1741821477610234027",
        "created_at": "Mon Jan 01 13:59:36 +0000 2024"
      },
      {
        "author": "Mark_Sisson",
        "text": "You\u2019re telling me that 60 million buffalo and tens of millions of other wild ruminants roaming America 300 years ago had no effect on the climate, but grass-fed cattle are destroying the world?",
        "like_count": 60632,
        "retweet_count": 7054,
        "reply_count": 1754,
        "view_count": 2469062,
        "id": "1923759334187737376",
        "created_at": "Sat May 17 15:15:41 +0000 2025"
      },
      {
        "author": "MalcolmNance",
        "text": "Guys. I\u2019m going to close my @TMobile account after 25 years because they has added a new policy that if you use your number for travel and it\u2019s uses excessive data roaming EVEN if you paid $50  Extra dollars per month for extra International data roaming. They turn off your ability to use data.  \n\nQuestion:  What company am I switching to? Who has the best international travel data plans in the USA?  \n\nI\u2019m leaving them behind. Their customer service was like \u201cToo bad. We don\u2019t care.\u201d",
        "like_count": 1516,
        "retweet_count": 242,
        "reply_count": 302,
        "view_count": 154782,
        "id": "2044444749600354361",
        "created_at": "Wed Apr 15 15:56:26 +0000 2026"
      },
      {
        "author": "NoCatsNoLife_m",
        "text": "This is Northern California\u2019s first free-roaming cat sanctuary, rescue, feline surgery center, and spay/neuter clinic. Thank you for rescuing and caring for so many cats \ud83e\udd79\ud83e\udde1\n\nTT\ud83d\udcf8 : valerielovesgrooming https://t.co/XZAbjep14R",
        "like_count": 4351,
        "retweet_count": 593,
        "reply_count": 73,
        "view_count": 48060,
        "id": "2063547298290769967",
        "created_at": "Sun Jun 07 09:03:09 +0000 2026"
      },
      {
        "author": "realBenBloch",
        "text": "So, EE is having a Europe-wide roaming outage. None of their customers who are currently in Europe (like me!) are able to access the internet via 4G/5G. Started around 3 hours ago, and no estimate as to when it\u2019ll be fixed.\n\nDescribed by the (lovely) adviser I spoke to as a \u201cmajor outage\u201d that they\u2019d never seen before, and they\u2019re getting non-stop calls about it. Not ideal for anyone\u2026",
        "like_count": 37,
        "retweet_count": 0,
        "reply_count": 9,
        "view_count": 17961,
        "id": "2067611422054339062",
        "created_at": "Thu Jun 18 14:12:32 +0000 2026"
      },
      {
        "author": "CryptoJHK",
        "text": "https://t.co/0cILWJgbvF",
        "like_count": 66,
        "retweet_count": 7,
        "reply_count": 28,
        "view_count": 17612,
        "id": "2067076709468528921",
        "created_at": "Wed Jun 17 02:47:46 +0000 2026"
      },
      {
        "author": "bombdiggy__",
        "text": "I\u2019m having to pay O2 \u00a3300 just so I can end my contract early. Staying with them is too painful realistically speaking what\u2019s a good mobile network for coverage and roaming abroad ?",
        "like_count": 113,
        "retweet_count": 4,
        "reply_count": 16,
        "view_count": 17596,
        "id": "2068010213114831029",
        "created_at": "Fri Jun 19 16:37:11 +0000 2026"
      },
      {
        "author": "localboyautos",
        "text": "I havnt used corolla before but If your main reason for preferring corolla  to civic is fuel consumption then I think your are missing a lot about civic\u2019s fuel consumption. Full tanks takes me full two weeks(minimum 10 days) and I have been roaming a lot these days",
        "like_count": 74,
        "retweet_count": 6,
        "reply_count": 10,
        "view_count": 9277,
        "id": "2067338608705499313",
        "created_at": "Wed Jun 17 20:08:28 +0000 2026"
      },
      {
        "author": "peterli34923561",
        "text": "$ASTS --- $ASTS officially confirmed its next-generation BlueBird 8, 9 and 11 commercial satellites are scheduled to launch aboard SpaceX\u2019s Falcon 9 rocket on June 17, 2026. This liftoff kicks off the company\u2019s massive second-half production ramp and dense launch cadence, directly accelerating its space-based constellation coverage and commercialization timeline.\n\nIn recent testing, $ASTS achieved a breakthrough with its on-orbit Block 1 satellites: it delivered peak downlink speeds of 98.9 Mbps directly to unmodified, off-the-shelf consumer smartphones. Its upcoming Block 2 satellites, powered by custom in-house ASIC chips, are projected to double these speeds \u2014 completely dispelling the long-held industry myth that satellite internet is inherently slow and laggy.\n\n1.Game-Changing Disruption of Legacy Telecom\nWhile Starlink has built a dominant position in fixed broadband connectivity, its service requires dedicated user terminal antennas. $ASTS, by contrast, is built from the ground up for mobile-first, smartphone-native connectivity. More than 80% of Earth\u2019s landmass remains uncovered by terrestrial cell towers, despite billions of global smartphone users. ASTS operates a revenue-share / monthly subscription model with incumbent telecom carriers, charging consumers a $5-$10 monthly add-on for seamless global space roaming. Once its full constellation is deployed, the business will operate as an asset-light, high-margin global cash cow.\n\n2.Milestone Inflection From R&D to Mass Production\n$ASTS\u2019 longstanding historical bottleneck was slow, costly satellite manufacturing. On its Q1 2026 earnings call, management revealed its 95% vertical integration strategy at its Texas production facilities is now complete. Core custom ASIC chips are now manufactured in-house, and production capacity is rapidly scaling to an industrialized pace of 6 fully-assembled satellites per month. The company remains on track to reach roughly 45 satellites on-orbit by the end of 2026, meaning the snowball effect of commercial scale has already begun.\n\n3.$1.2 Billion in Locked-In Commercial Commitments\n$ASTS has already secured over $1.2 billion in combined binding and non-binding commercial contract commitments from global partners. Meanwhile, its high-value contracts with U.S. government and DoD clients including the Space Development Agency (SDA) \u2014 including tactical communications validation work and large-scale national security programs like the Golden Dome initiative \u2014 are steadily ramping. This robust backlog provides full revenue visibility to hit its 2026 full-year revenue guidance of $150 million to $200 million.",
        "like_count": 101,
        "retweet_count": 9,
        "reply_count": 0,
        "view_count": 5214,
        "id": "2067125016752472115",
        "created_at": "Wed Jun 17 05:59:43 +0000 2026"
      },
      {
        "author": "sankitdev",
        "text": "Blocking Telegram is similar to saying:\n\n\"Girls are raped at night. Stop them from going out.\"\n\nProblem solved. \ud83e\udd21\n\nMeanwhile, the rapists are still roaming free.",
        "like_count": 331,
        "retweet_count": 35,
        "reply_count": 18,
        "view_count": 4739,
        "id": "2066855595597254711",
        "created_at": "Tue Jun 16 12:09:08 +0000 2026"
      },
      {
        "author": "quotesdaily100",
        "text": "The Internet's Best Travel Content Isn't on Netflix:\n\n1. Kara and Nate (USA) \u2014 visited 100 countries and documented all of it\n2. Mark Wiens (USA) \u2014 travels the world through food\n3. Lost LeBlancs (Canada) \u2014 cinematic travel videos\n4. Fearless and Far (USA) \u2014 off the beaten path adventures\n5. Kristin Addis (USA) \u2014 solo female travel done right\n6. Gabriel Traveler (USA) \u2014 slow travel on a budget\n7. Wendover Productions (USA) \u2014 explains how the world works\n8. Abroad in Japan (UK) \u2014 best guide to Japanese culture\n9. Wolters World (USA) \u2014 honest travel advice no filters\n10. Sailing La Vagabonde (Australia) \u2014 sailing the world full time\n11. Nomadic Matt (USA) \u2014 budget travel tips that actually work\n12. GeoWizard (UK) \u2014 impossible straight line country journeys\n13. Ben Brown (UK) \u2014 rarest places beautifully shot\n14. Indigo Traveller (New Zealand) \u2014 world's most dangerous countries\n15. Sorelle Amore (Australia) \u2014 travel meets self discovery\n16. FunForLouis (UK) \u2014 extreme adventures across every continent\n17. Eamon and Bec (Canada) \u2014 van life and world travel combined\n18. The Budgeteers (USA) \u2014 travel the world spending almost nothing\n19. Travellight (Germany) \u2014 minimalist travel across Europe and Asia\n20. Harald Baldr (Norway) \u2014 raw unfiltered travel across Asia\n21. Bald and Bankrupt (UK) \u2014 explores forgotten corners of the world\n22. Shiey (Lithuania) \u2014 hidden places and urban exploration nobody else films\n23. Exploring with Josh (USA) \u2014 abandoned places and forgotten history\n24. Yes Theory (multinational, based Canada) \u2014 seek discomfort and travel far\n25. Drew Binsky (USA) \u2014 visited every country with local stories\n26. Kristen Sarah (Canada) \u2014 solo travel with a focus on wellness\n27. Samuel and Audrey (Canada) \u2014 food and travel across Southeast Asia\n28. Vagabrothers (USA) \u2014 smart travel guides with cultural depth\n29. Rick Steves (USA) \u2014 Europe travel done properly and thoroughly\n30. Peter Santenello (USA) \u2014 goes deep into cultures most tourists avoid\n31. Tanvir Infinity (Bangladesh) \u2014 budget backpacking across South Asia\n32. Migrationology (USA) \u2014 street food and local eating worldwide\n33. High On Life (Canada) \u2014 adventure travel in the world's wildest places\n34. Hopscotch the Globe (Canada) \u2014 female solo travel with practical tips\n35. Johnny FD (USA) \u2014 digital nomad travel and location independence",
        "like_count": 54,
        "retweet_count": 14,
        "reply_count": 2,
        "view_count": 3269,
        "id": "2066984260716859681",
        "created_at": "Tue Jun 16 20:40:25 +0000 2026"
      },
      {
        "author": "CruzzCtrl1",
        "text": "\u2708\ufe0f Tired of expensive roaming fees while traveling?\n\nThese 4 apps offer FREE eSIM data in 100+ countries through an ad-supported model:\n\n\u2022 USIMS\n\u2022 Firsty\n\u2022 Kite Mobile\n\u2022 Airvoy\n\nJust install the app \u2192 watch a 15\u201330 second ad \u2192 get throttled mobile data for WhatsApp, Maps, browsing, and more.\n\nNo physical SIM required. No credit card needed.\n\nThey can be a useful backup option for travelers who need basic connectivity on the go without paying roaming charges.\n\nWho\u2019s trying one on their next trip?",
        "like_count": 123,
        "retweet_count": 133,
        "reply_count": 18,
        "view_count": 1150,
        "id": "2066379479916707923",
        "created_at": "Mon Jun 15 04:37:14 +0000 2026"
      },
      {
        "author": "Flugmorph",
        "text": "we learned from wawa that roaming in switzerland is expensive so I cautiously deactivated it, thats why that last post only got posted now. we've already arrived in raora country https://t.co/UNz20z0s2N",
        "like_count": 41,
        "retweet_count": 1,
        "reply_count": 6,
        "view_count": 1101,
        "id": "2067933473445196067",
        "created_at": "Fri Jun 19 11:32:15 +0000 2026"
      },
      {
        "author": "weroamxyz",
        "text": "https://t.co/9Nn46B1ReR",
        "like_count": 28,
        "retweet_count": 11,
        "reply_count": 9,
        "view_count": 1030,
        "id": "2067797345820103079",
        "created_at": "Fri Jun 19 02:31:19 +0000 2026"
      },
      {
        "author": "vidhisharmx",
        "text": "What kind of example is Aamir Khan setting by roaming around with his 2 ex-wives and girlfriend together?\n https://t.co/0vRvUVagG1",
        "like_count": 32,
        "retweet_count": 6,
        "reply_count": 26,
        "view_count": 996,
        "id": "2067251141830959284",
        "created_at": "Wed Jun 17 14:20:54 +0000 2026"
      },
      {
        "author": "nature_c2ngn",
        "text": "A massive brown bear spotted roaming the Alaskan peaks. https://t.co/8qJbBJxqyx",
        "like_count": 57,
        "retweet_count": 14,
        "reply_count": 0,
        "view_count": 487,
        "id": "2065763746426093908",
        "created_at": "Sat Jun 13 11:50:31 +0000 2026"
      },
      {
        "author": "taiwo2turnt",
        "text": "I be feeling so good when someone ask me for travel tips like woah yes mommy can give u some tips",
        "like_count": 4,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 133,
        "id": "2068051095419511069",
        "created_at": "Fri Jun 19 19:19:38 +0000 2026"
      },
      {
        "author": "harsh_shrimal14",
        "text": "Planning a solo trip to Dharamshala next week/end of June. Any itinerary suggestions, travel tips, or hidden gems worth exploring? \ud83c\udfd4\ufe0f\u2728 #Dharamshala #SoloTrip",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 5,
        "id": "2068034204999483418",
        "created_at": "Fri Jun 19 18:12:31 +0000 2026"
      }
    ]
  },
  "Q22: Turkey/travel essentials": {
    "query": "\"istanbul travel\" OR \"turkey travel\" OR \"travel essentials\" min_faves:20",
    "raw": 20,
    "filtered": 20,
    "fp_count": 0,
    "fp_reasons": {},
    "tweets": [
      {
        "author": "UltraLinx",
        "text": "Some of my Japan travel essentials. \n\nLaid out perfectly for this picture. https://t.co/3J9D0pfrJO",
        "like_count": 3072,
        "retweet_count": 81,
        "reply_count": 69,
        "view_count": 152791,
        "id": "1842106334181011951",
        "created_at": "Fri Oct 04 07:35:49 +0000 2024"
      },
      {
        "author": "NikiasMolina",
        "text": "the travel essentials. https://t.co/gzqi8XEaMS",
        "like_count": 2555,
        "retweet_count": 117,
        "reply_count": 44,
        "view_count": 139756,
        "id": "1672309095523655680",
        "created_at": "Fri Jun 23 18:22:13 +0000 2023"
      },
      {
        "author": "emily_anna1995",
        "text": "Moraine Lake, Canada\n\nFind Travel Essentials at Amazon: https://t.co/vEEJy7eIWe\n\n#nature #NaturePhotograhpy https://t.co/0iOqvdsc9q",
        "like_count": 3562,
        "retweet_count": 457,
        "reply_count": 44,
        "view_count": 100938,
        "id": "1667903725615353856",
        "created_at": "Sun Jun 11 14:36:50 +0000 2023"
      },
      {
        "author": "GLA_Airport",
        "text": "The first step to any great holiday is having your travel essentials sorted! \ud83e\udee1\n\nTogether with WHSmith, we've got you covered with the chance to win this travel essentials bundle.\n\nTo enter, just like this post and comment below, tagging someone who always forgets something. https://t.co/O8pqKejQqv",
        "like_count": 449,
        "retweet_count": 221,
        "reply_count": 421,
        "view_count": 17316,
        "id": "1970134671733182747",
        "created_at": "Mon Sep 22 14:34:43 +0000 2025"
      },
      {
        "author": "budgetins",
        "text": "It\u2019s our last #KeDezemba competition for the year and we\u2019re feeling TWICE as generous.\n\nPlug us on your travel essentials and you could be 1 of 2 lucky winners of R2 500 PLUS a R1 000 petrol voucher.\n\nFollow, like, comment and share.\n\n#BudgetSavvyChoice\n#BudgetInsurance https://t.co/V9HWwxObnM",
        "like_count": 377,
        "retweet_count": 304,
        "reply_count": 605,
        "view_count": 14660,
        "id": "1869638962144317452",
        "created_at": "Thu Dec 19 07:00:39 +0000 2024"
      },
      {
        "author": "poojaasanwal",
        "text": "travel essentials for switzerland summer \n\n@OctantApp hat & @hypepartners socks https://t.co/MS8V7XH5Ya",
        "like_count": 122,
        "retweet_count": 1,
        "reply_count": 5,
        "view_count": 6443,
        "id": "2065756058979881142",
        "created_at": "Sat Jun 13 11:19:59 +0000 2026"
      },
      {
        "author": "BowTiedPhys",
        "text": "The trinity of travel essentials\n\nNullas + Outty + Sardines\n\nAlways support the bros & never fade your DHA intake https://t.co/ps538EAulH",
        "like_count": 51,
        "retweet_count": 2,
        "reply_count": 4,
        "view_count": 3522,
        "id": "2067651799490691248",
        "created_at": "Thu Jun 18 16:52:58 +0000 2026"
      },
      {
        "author": "uskudarkesfet",
        "text": "\ud83d\udccd \u00dcsk\u00fcdar / Kuzguncuk / Mehmet Ali \u00d6zt\u00fcrk Camii \n\n\ud83d\udcf8\u00dcsk\u00fcdar Ke\u015ffet \n\n#istanbul #\u00fcsk\u00fcdar #cami #turkey #travel https://t.co/ZfUzDRczaT",
        "like_count": 65,
        "retweet_count": 3,
        "reply_count": 1,
        "view_count": 2103,
        "id": "2067646875256119469",
        "created_at": "Thu Jun 18 16:33:24 +0000 2026"
      },
      {
        "author": "Ksu5555555",
        "text": "\u042f \u0441\u0435\u0439\u0447\u0430\u0441 \u043d\u0430\u0445\u043e\u0436\u0443\u0441\u044c \u0432 \u0421\u0442\u0430\u043c\u0431\u0443\u043b\u0435. \n\n\u041f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435, \u043a\u0430\u043a \u0437\u0434\u0435\u0441\u044c \u043f\u0430\u0448\u0443\u0442 \u0442\u0443\u0440\u043a\u0438! \u0414\u0432\u0438\u0436 \u043d\u0430 \u0443\u043b\u0438\u0446\u0435 \u043f\u043e \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0435 \u043a \u043d\u043e\u0432\u043e\u043c\u0443 \u0440\u0430\u0431\u043e\u0447\u0435\u043c\u0443 \u0434\u043d\u044e \u0441 6 \u0443\u0442\u0440\u0430. \u0412\u0441\u0435 \u043c\u0430\u043b\u0435\u043d\u044c\u043a\u0438\u0435 \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0447\u0438\u043a\u0438, \u043f\u0430\u043b\u0430\u0442\u043a\u0438, \u043a\u0430\u0444\u0435\u0448\u043a\u0438, \u043f\u0435\u043a\u0430\u0440\u043d\u0438 \u0438 \u043f\u0440. - \u043a\u0430\u043a \u0440\u0430\u0437 \u0442\u043e, \u0447\u0442\u043e \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0441\u044f \u043a \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0443 \u0438 \u043c\u0430\u043b\u043e\u043c\u0443 \u0431\u0438\u0437\u043d\u0435\u0441\u0443 \u043a 7-8 \u0443\u0442\u0440\u0430 \u0443\u0436\u0435 \u043e\u0442\u043a\u0440\u044b\u0442\u043e \u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432 \u043f\u043e\u043b\u043d\u0443\u044e \u0441\u0438\u043b\u0443. \n\n\u041f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u043d\u0430 \u0438\u0445 \u043a\u043e\u043c\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u044e \u0441 \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u043c! \u041c\u043d\u043e\u0433\u043e \u0440\u0443\u0441\u0441\u043a\u0438\u0445 \u0442\u0443\u0440\u0438\u0441\u0442\u043e\u0432? \u041a\u043b\u0430\u0441\u0441\u043d\u043e! \u041c\u043d\u043e\u0433\u0438\u0435 \u0440\u044b\u043d\u043e\u0447\u043d\u044b\u0435 \u043f\u0440\u043e\u0434\u0430\u0432\u0446\u044b \u043f\u043e\u0434\u0443\u0447\u0438\u043b\u0438 \u0440\u0443\u0441\u0441\u043a\u0438\u0439. \n\n\u041f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435, \u043a\u0430\u043a \u043e\u043d\u0438 \u0442\u043e\u0440\u0433\u0443\u044e\u0442! \u041d\u0438\u043a\u0442\u043e \u043d\u0435 \u0441\u0438\u0434\u0438\u0442, \u043a\u043e\u0432\u044b\u0440\u044f\u044f \u0432 \u043d\u043e\u0441\u0443, \u0432 \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u0438 \u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438 \u0442\u0430\u043a, \u0441\u0430\u043c\u0438 \u0432\u0441\u0435 \u043a\u0443\u043f\u044f\u0442 - \u0447\u0442\u043e \u043e\u0431\u044b\u0447\u043d\u043e \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0438\u0442\u0430\u044e\u0442 \u0442\u0430\u0439\u0446\u044b. \n\n\u0422\u0430\u0439\u0446\u0430\u043c \u0435\u0449\u0435 \u043f\u043e\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u0443 \u0442\u0443\u0440\u043e\u043a \u043d\u0430\u0434\u043e. \n\u0412\u043e\u0442 \u044d\u0442\u043e \u0432\u0438\u0434\u0435\u043e - \u043f\u0440\u044f\u043c\u043e \u0436\u0438\u0432\u043e\u0439 \u043c\u0430\u0441\u0442\u0435\u0440-\u043a\u043b\u0430\u0441\u0441 \u0443\u043b\u0438\u0447\u043d\u043e\u0439 \u0440\u044b\u043d\u043e\u0447\u043d\u043e\u0439 \u0442\u043e\u0440\u0433\u043e\u0432\u043b\u0438. \n\n\u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u0432 \u0442\u0443\u0440\u0446\u0438\u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0443\u0440\u043a\u0438! \u041d\u0438\u043a\u0442\u043e \u0443 \u043d\u0438\u0445 \u0440\u0430\u0431\u043e\u0447\u0438\u0435 \u043c\u0435\u0441\u0442\u0430 \u043d\u0435 \u043e\u0442\u0431\u0438\u0440\u0430\u0435\u0442. \n\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u043e\u043d\u0438, \u043a\u0430\u043a \u0431\u044b \u043d\u0438 \u0431\u044b\u043b\u043e \u0442\u044f\u0436\u0435\u043b\u043e - \u0420\u0410\u0411\u041e\u0422\u0410\u042e\u0422!!! \n\n#\u0431\u0438\u0437\u043d\u0435\u0441 #\u043f\u0440\u0435\u0434\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u043e #\u0442\u043e\u0440\u0433\u043e\u0432\u043b\u044f #\u0440\u0430\u0431\u043e\u0442\u0430 #\u0434\u0435\u043d\u044c\u0433\u0438 #\u0422\u0443\u0440\u0446\u0438\u044f #\u0422\u0430\u0438\u043b\u0430\u043d\u0434 #\u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0446\u0438\u044f #\u0442\u0443\u0440\u0438\u0437\u043c\n\nStep Into History: Istanbul Egyptian Bazaar Walking Tour. Real Market Life in 4K POV. Turkey travel.\nhttps://t.co/yi33KRxIIr",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 138,
        "id": "2067479418008748270",
        "created_at": "Thu Jun 18 05:27:59 +0000 2026"
      },
      {
        "author": "TravelStoreTr",
        "text": "Turkey Travel Trends 2026: What to Expect https://t.co/wXPRv971Lg \n\n\ud83c\uddf9\ud83c\uddf7 Turkey Travel Trends 2026: Travel Smarter, Not Faster\n\nTravelers are choosing quality over quantity. Instead of rushing through multiple destinations, more visitors are spending extra time in Istanbul, Cappadocia, Ephesus, and the Turkish coast while enjoying private tours, boutique hotels, and authentic local experiences.\n\n\u2714 Longer stays\n\u2714 Better pacing\n\u2714 Private & tailor-made tours\n\u2714 Blue Cruises & coastal escapes\n\u2714 More meaningful travel experiences\nPlanning a Turkey trip in 2026? Discover why customized itineraries are becoming the preferred way to explore T\u00fcrkiye.\n#TurkeyTravel #TurkeyTours #PrivateTurkeyTours #Turkey2026 #Cappadocia #Istanbul #Ephesus #Pamukkale #BlueCruise #TravelTurkey",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 21,
        "id": "2067736358370615458",
        "created_at": "Thu Jun 18 22:28:59 +0000 2026"
      },
      {
        "author": "travellingtqnq8",
        "text": "Istanbul Travel Guide \ud83c\uddf9\ud83c\uddf7\u2728\n(\u2b07\ufe0f Save for later)\n\n\ud83d\udd4c Things to Do:\n1. Hagia Sophia - An architectural icon that defines the city\n2. Blue Mosque - Famous for its blue tiles and serene atmosphere\n3. Topkapi Palace - Step inside the world of the Ottoman sul... https://t.co/Mc8qCHktTE",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 12,
        "id": "2067618270723948575",
        "created_at": "Thu Jun 18 14:39:44 +0000 2026"
      },
      {
        "author": "jeha83243",
        "text": "Summer vibes in Istanbul \u2600\ufe0f\ud83c\uddf9\ud83c\uddf7 #Turkey #Istanbul #Travel #Shorts\u2060 https://t.co/H2m0o9Q9OL via @YouTube",
        "like_count": 0,
        "retweet_count": 0,
        "reply_count": 0,
        "view_count": 2,
        "id": "2067440179149701597",
        "created_at": "Thu Jun 18 02:52:04 +0000 2026"
      },
      {
        "author": "ENetworkse74216",
        "text": "Check out my latest article: Turkey Visa 2026: Latest Turkey Travel News, Safety Updates, Top Attractions & Easy Turkey eVisa Guide https://t.co/MwABn98nDA via @LinkedIn",
        "like_count": 0,
        "retweet_count": 0,
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        "id": "2067678525289902227",
        "created_at": "Thu Jun 18 18:39:10 +0000 2026"
      },
      {
        "author": "ENetworkse74216",
        "text": "I just published Turkey Visa 2026: Latest Turkey Travel News, Safety Updates, Top Attractions & Easy Turkey eVisa\u2026 https://t.co/ts5MGSXLnP",
        "like_count": 0,
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        "id": "2067677790414197177",
        "created_at": "Thu Jun 18 18:36:15 +0000 2026"
      },
      {
        "author": "nurafifah_93",
        "text": "Siapa nak pergi bercuti tu, nah i share my travel essentials!\n\nI\u2019ll share all the links in this thread \u2b07\ufe0f https://t.co/pq62QGEbm4",
        "like_count": 6968,
        "retweet_count": 1915,
        "reply_count": 3,
        "view_count": 0,
        "id": "1551166586173915137",
        "created_at": "Sun Jul 24 11:25:08 +0000 2022"
      },
      {
        "author": "SamHeughan",
        "text": "Travel essentials....",
        "like_count": 1567,
        "retweet_count": 44,
        "reply_count": 93,
        "view_count": 0,
        "id": "1349992918816321536",
        "created_at": "Fri Jan 15 08:12:48 +0000 2021"
      },
      {
        "author": "Delta",
        "text": "Rank these travel essentials by priority: neck pillow, water bottle, jacket, headphones.",
        "like_count": 327,
        "retweet_count": 43,
        "reply_count": 655,
        "view_count": 0,
        "id": "1143519213807689728",
        "created_at": "Tue Jun 25 14:00:00 +0000 2019"
      },
      {
        "author": "davelackie",
        "text": "Today's luxe beauty giveaway is a trio of Clinique travel essentials: pretty easy liquid eyelining pen, high impact mascara and Cheek Pop in Peach. To enter, follow @davelackie & RT https://t.co/j9O9kcsN1S",
        "like_count": 1230,
        "retweet_count": 2511,
        "reply_count": 141,
        "view_count": 0,
        "id": "1082245464764887041",
        "created_at": "Mon Jan 07 12:00:00 +0000 2019"
      },
      {
        "author": "davelackie",
        "text": "Wow! Here's our #BeautyOfVoting Twitter Grand Prize: a chic black Lancome Train Case filled with beauty travel essentials. To enter, follow @davelackie & RT The eye palettes in particular are so beautiful! Good luck and happy voting! https://t.co/ox3xz2LBq6",
        "like_count": 1434,
        "retweet_count": 3005,
        "reply_count": 293,
        "view_count": 0,
        "id": "1004467969542512642",
        "created_at": "Wed Jun 06 21:00:00 +0000 2018"
      },
      {
        "author": "TanyaBurr",
        "text": "NEW VIDEO! My In-Flight Travel Essentials: https://t.co/8vbopwuELV https://t.co/YU32iKXRJU",
        "like_count": 1829,
        "retweet_count": 266,
        "reply_count": 36,
        "view_count": 0,
        "id": "709062686420684800",
        "created_at": "Sun Mar 13 17:04:52 +0000 2016"
      }
    ]
  }
}