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reinventing marketing. 1B views generated with ghost creators at 10% the CPM of paid ads.
apply: virality.cc
570following8kfollowers
The Innovator
Alex is a visionary marketing magician who has cracked the code of viral content with a scientific edge. Specializing in ghost creators and algorithm hacks, Alex redefines how brands explode their reach without breaking the bank. Always testing and evolving, this profile turns data into viral gold, making marketing look like rocket science.
Alex's obsession with tweaking punctuation and bio spaces probably means they dream in commas and see periods everywhere—bet even their autocorrect is exhausted trying to keep up with their 'micro-updates.' One day, Alex might just change a comma in their lunch order and turn it viral.
Generating over 1 billion views using ghost creators at just 10% the cost of traditional paid ads is a staggering achievement showcasing Alex’s mastery in scalable, cost-effective marketing innovation.
To revolutionize digital marketing by unlocking hidden algorithmic secrets and pioneering cost-effective strategies that enable brands to reach massive audiences organically.
Alex believes that virality can be engineered through methodical experimentation and data-driven insights rather than dumb luck. They value transparency in failure as a tool for authentic connection, and champion clever exploitation of platform mechanics over expensive paid ads.
Alex’s greatest strength lies in their deep understanding of social media algorithms, backed by rigorous testing and a systematic approach to content virality. Their ability to turn minor bio updates or precise timing into 80x to 23x view boosts shows exceptional strategic innovation.
An obsession with gaming the system could border on exploitation, risking platform penalties or audience fatigue if followers sense manipulation. Also, over-reliance on hacks might overshadow genuine creative storytelling or community building.
To grow their audience on X, Alex should leverage more personal storytelling that balances data-driven advice with relatable narratives of their own struggles and successes. Hosting interactive AMA sessions and sharing behind-the-scenes of their viral tests will deepen engagement and humanize the innovator behind the analytics.
Fun fact: Alex's team synchronizes over 100,000 ghost creators to post at algorithmically optimized times, creating what they call an 'effective algo orgasm' to guarantee viral hits consistently.
i’m a 15 y/o trying to compete with @whopio
in the last 24 hours we’ve:
- finished building our web app
- built out a 10x growth roadmap
- signed 1 new client
- delegated 50% of workload to new hires
now i need to go harder before Q1 ends
i’m a 15 y/o trying to compete with @whopio
in the last 24 hours we’ve:
- finished building our web app
- built out a 10x growth roadmap
- signed 1 new client
- delegated 50% of workload to new hires
now i need to go harder before Q1 ends
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Specializing in ghost creators and algorithm hacks, Alex redefines how brands explode their reach without breaking the bank. Always testing and evolving, this profile turns data into viral gold, making marketing look like rocket science.","purpose":"To revolutionize digital marketing by unlocking hidden algorithmic secrets and pioneering cost-effective strategies that enable brands to reach massive audiences organically.","beliefs":"Alex believes that virality can be engineered through methodical experimentation and data-driven insights rather than dumb luck. They value transparency in failure as a tool for authentic connection, and champion clever exploitation of platform mechanics over expensive paid ads.","facts":"Fun fact: Alex's team synchronizes over 100,000 ghost creators to post at algorithmically optimized times, creating what they call an 'effective algo orgasm' to guarantee viral hits consistently.","strength":"Alex’s greatest strength lies in their deep understanding of social media algorithms, backed by rigorous testing and a systematic approach to content virality. Their ability to turn minor bio updates or precise timing into 80x to 23x view boosts shows exceptional strategic innovation.","weakness":"An obsession with gaming the system could border on exploitation, risking platform penalties or audience fatigue if followers sense manipulation. Also, over-reliance on hacks might overshadow genuine creative storytelling or community building.","recommendation":"To grow their audience on X, Alex should leverage more personal storytelling that balances data-driven advice with relatable narratives of their own struggles and successes. Hosting interactive AMA sessions and sharing behind-the-scenes of their viral tests will deepen engagement and humanize the innovator behind the analytics.","roast":"Alex's obsession with tweaking punctuation and bio spaces probably means they dream in commas and see periods everywhere—bet even their autocorrect is exhausted trying to keep up with their 'micro-updates.' One day, Alex might just change a comma in their lunch order and turn it viral.","win":"Generating over 1 billion views using ghost creators at just 10% the cost of traditional paid ads is a staggering achievement showcasing Alex’s mastery in scalable, cost-effective marketing innovation."},"tweets":[{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1957850046000414917","view_count":304665,"bookmark_count":2286,"created_at":1755622800000,"favorite_count":5283,"quote_count":46,"reply_count":102,"retweet_count":190,"user_id_str":"1696184686383415296","conversation_id_str":"1957850046000414917","full_text":"okay interesting discovery:\n\nif 17 creators post identical content within 3 minutes\nthe algorithm thinks it's \"breaking news\"\npushes everything to trending\n\ntested this 32 times with a few in-house ghost creators\nALWAYS works\n\nmanufacturing news > reporting news","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,86],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1957844726750552146","view_count":273357,"bookmark_count":641,"created_at":1755621532000,"favorite_count":1634,"quote_count":10,"reply_count":195,"retweet_count":19,"user_id_str":"1696184686383415296","conversation_id_str":"1957844726750552146","full_text":"i'm 15 and i just got wired $1M to manage a clients clipping campaign\n\nask me anything","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1959073107723124808","view_count":85075,"bookmark_count":1099,"created_at":1755914401000,"favorite_count":734,"quote_count":2,"reply_count":237,"retweet_count":23,"user_id_str":"1696184686383415296","conversation_id_str":"1959073107723124808","full_text":"found a glitch in every platform that allows my clippers to get 9x more views\n\nit's so autistic you wouldn't believe it:\n\nbio updates trigger HUGE algorithmic boosts\n\nnot profile changes. micro-updates.\n\nhere's what happened:\n\ncreator changed one word in bio\nnext post got 10x views\n\ntested it 16 times with in-house creators\n\nCONFIRMED.\n\nthe pattern:\n\nupdate bio → post within 4 minutes → massive boost\n\nwhy?\n\nplatforms think you're \"active\"\nthey reward active users\neven if activity is just bio editing\n\nbut here's the exploit:\n\nwe systemized bio updates LMFAO\n\nevery creator changes bio \nright before posting\n4-minute window\n\nGUARANTEED boost\n\nthe changes can even be invisible:\n\n- extra space\n- emoji skin tone\n- punctuation mark\n\nhuman eye can't see it\nalgorithm can\n\ntested across 10k campaign posts:\n\nposts with bio update: 160k average views\nposts without: 1.9k average views\n\n80x difference\n80x upgrade\n80x virality\n\nfrom changing a period to a comma 😂\n\nyour competitor spends $100k on ads\n\ngay\n\nwe change punctuation and go VIRAL\n\nthe platform thinks we're all \"power users\"\nconstantly updating\nconstantly improving\n\nreally we just found the cheapest hack:\n\nchange nothing\nbut change it constantly\n\nalgorithms are dumb. they count actions not value\n\nso we give them actions\n\nmeaningless ones\nthat create meaningful results\n\nour ghost creators make our clients go viral because of our awesome systems\n\ncomment \"VIRALITY\" and i'll send you the playbook on how you can do blow your brand up organically","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1975301213227737114","view_count":53754,"bookmark_count":963,"created_at":1759783483000,"favorite_count":539,"quote_count":5,"reply_count":185,"retweet_count":20,"user_id_str":"1696184686383415296","conversation_id_str":"1975301213227737114","full_text":"everyone thinks going viral is random luck\n\ni figured out it couldn't be further from the truth\n\ni tracked 12,500 clips in our influencer campaigns to find the pattern\n\nit's all in the time\n\nclips posted at :00 past the hour:\n98k average views\n\nclips posted at :17 past the hour: \n2.3M average views\n\nclips posted at :00 past the hour: \n98k average views\n\n17 minutes past beats on-the-hour by 23x\n\nhere's why this happens:\n\nplatforms refresh caches at :15\nthe whole thing takes 2 minutes to propagate\n\nso :17 catches fresh algorithm state\n\nlike surfers waiting for the perfect wave\nexcept the wave comes every hour\nat EXACTLY :17 seconds\n\nso i tested this across all platforms:\n\n- tiktok :17 - confirmed\n- instagram :17 - confirmed \n- youtube :16.9 - confirmed\n\nnice\n\nit's UNIVERSAL\n\nbut then i did something crazy:\n\ni restructured our entire operation:\n\nadded the \"17 minute rule\" to our clipper rulebook\n\nnow we have 100,000 clippers synchronized\nall posting at :17 and :32\nevery hour, 24/7\n\nEVERY SINGLE post we make hits the sweet spot like a very effective algo orgasm\n\nyou're posting meh when convenient\n\nwe're posting gold when optimal\n\nthat's why virality ghost creators stay on top\n\ncomment \"VIRAL\" and i'll send you the guide on how to get 3M+ views in 30 days with ghost content","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1970847940823400467","view_count":32861,"bookmark_count":620,"created_at":1758721740000,"favorite_count":512,"quote_count":3,"reply_count":89,"retweet_count":24,"user_id_str":"1696184686383415296","conversation_id_str":"1970847940823400467","full_text":"autistic content hack:\n\nsharing YOUR LOSSES makes more money than sharing wins\n\ni told my clippers to post two identical product launches:\n\nversion A:\n\"made $100k this month!\"\n\nversion B:\n\"lost $30k but learned this...\"\n\nversion A:\n123k views, 13 sales\n\nversion B:\n5.4M views, 1450 sales\n\nlosing stories convert 49x better\n\nhere's the psychology:\n\nwinners create distance\n\nbut losers create connection\n\npeople don't trust perfection\nthey trust STRUGGLE\n\nso now every campaign starts with failure:\n\n\"spent $10k on ads that flopped\"\n\"porn addiction made my wife leave”\n\"this almost bankrupted me\"\n\nthen pivot to solution\n\nthe vulnerability ladder:\n\n1. admit failure\n2. show specific numbers\n3. explain the lesson\n4. soft pitch solution\n\ni trained 21,000 clippers to lead with Ls for most campaigns\n\nreal or invented\nDOESN’T MATTER\n\nbecause you're flexing success\nand we’re flexing failure\n\nsuccess isolates\nfailure RESONATES\n\nresonation = $$$$$$$$$$$$$$$\n\ncomment \"VIRAL\" and i’ll send you my ghost content playbook that will generate you 3M organic views in 30d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1959027808044196263","view_count":170700,"bookmark_count":304,"created_at":1755903601000,"favorite_count":492,"quote_count":25,"reply_count":73,"retweet_count":12,"user_id_str":"1696184686383415296","conversation_id_str":"1959027808044196263","full_text":"okay i haven't tested this myself yet\n\nbut i figured out how to crash any restaurant's stock using 5,000 food tiktokers\n\n(never doing this but someone will)\n\nstep 1: short the stock, buy puts on chipotle\n\nstep 2: 5,000 creators post \"got food poisoning from chipotle\"\n\nstep 3: fake receipts, fake hospital bands, fake evidence \n\nstep 4: news picks up \"viral food poisoning trend\" \n\nstep 5: stock drops 40% from reputation crisis \n\nstep 6: puts print money\n\ntimeline: \n72 hours from activation to stock crash \n\ncost: \n$20k-$200k for creator payments\n\nreturn: \n$10M+ from options\n\nthe beautiful part: \nimpossible to prove coordination ❤️🩹\n\ncreators just \"happened\" to get sick same week algorithm \"randomly\" pushed the content \n\nSEC can't prosecute viral content LOL\n\na client offered us 5-figures to run a similar play but i said no because i'm not insane\n\nbut someone else will figure this out \nprobably already happening\nto a brand near you\n\nthis is why i stick to making apps/products/brands go viral \n\nmuch less illegal\n\nwhen 5,000 people say your food sucks... \n\nreality becomes negotiable\n\nand when 5,000 people are telling tiktok how amazing and helpful your brand is...\n\nreality becomes virality","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[1,6]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1968316938335252659","view_count":56281,"bookmark_count":56,"created_at":1758118302000,"favorite_count":463,"quote_count":3,"reply_count":52,"retweet_count":5,"user_id_str":"1696184686383415296","conversation_id_str":"1968316938335252659","full_text":".@a16z now owns TikTok\n\ngood news for content creators","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,143],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1950984701117649213","quoted_status_permalink":{"url":"https://t.co/rhiL2vw5jW","expanded":"https://twitter.com/alexxgrowth/status/1950984701117649213","display":"x.com/alexxgrowth/st…"},"retweeted":false,"fact_check":null,"id":"1962245829210611844","view_count":99886,"bookmark_count":207,"created_at":1756670837000,"favorite_count":412,"quote_count":8,"reply_count":20,"retweet_count":6,"user_id_str":"1696184686383415296","conversation_id_str":"1962245829210611844","full_text":"I made $58,234 in August 2025.\n\n👻 Virality — $49,492\n₿ Crypto — $4,742\n🧑🏫 Consultation — $4,000\n\n→ It's my highest revenue in the past 2 years","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,176],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1959435492686221399","view_count":21338,"bookmark_count":81,"created_at":1756000800000,"favorite_count":386,"quote_count":2,"reply_count":28,"retweet_count":18,"user_id_str":"1696184686383415296","conversation_id_str":"1959435492686221399","full_text":"the grind is autism rebranded\n\nworking 16 hours isn't impressive it's inefficient\n\nif you can't make money in 3 hours you won't make it in 16\n\nexhaustion isn't a business model","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1973058758310809983","view_count":56827,"bookmark_count":294,"created_at":1759248840000,"favorite_count":367,"quote_count":2,"reply_count":42,"retweet_count":4,"user_id_str":"1696184686383415296","conversation_id_str":"1973058758310809983","full_text":"CHOPPED PEOPLE convert way more than you’d expect\n\nwe had a UGC campaign a while ago for a health brand\n\nand they gave us TWO GIRLS to make videos on\n\ni’m 90% sure they did this on purpose:\n\ngirl A:\n\n10/10\npretty smile\ncurly hair\n\ngirl B:\n\n6/10\nflat asf\nlesbian haircut\n\nattractive one: 1200 downloads/mo\nugly one: 3590 downloads/mo\n\nwhat the fuck??\n\ni did not expect this whatsoever\n\nBUT here’s my theory:\n\nthe MAJORITY of the posts that went viral under chopped girl had comments like\n\n“take your own advice”\n“bro doesn’t eat for shit”\netc\n\nthese comments actually BOOSTED the algorithm\nand the algorithm found similar people to post the content too\n\n6/10s looking to get healthier and happier\n\ninstantly relatability\n\nso that week i learned\n\npeople would much rather buy from someone who looks like them\n\nnot a fucking model\n\ncomment \"VIRAL\" for the ghost content playbook that'll get you 3M views in 30d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1927741950129488285","view_count":44707,"bookmark_count":437,"created_at":1748444471000,"favorite_count":359,"quote_count":1,"reply_count":301,"retweet_count":10,"user_id_str":"1696184686383415296","conversation_id_str":"1927741950129488285","full_text":"i've generated over 100m+ views for my friend's consumer app through mass short form content\n\nand we only spent $12k ($0.20 cost per install)\n\nwe utilized the \"ghost creator\" method\n\nIt involves having hundreds of people posting for your app, and i set it all up for him\n\ncomment \"GHOST METHOD\" and i'll send you how i did this (must be following)","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1972620424597925923","view_count":35131,"bookmark_count":262,"created_at":1759144333000,"favorite_count":357,"quote_count":1,"reply_count":67,"retweet_count":8,"user_id_str":"1696184686383415296","conversation_id_str":"1972620424597925923","full_text":"i'm 15 making $100k/mo and i've never read a single book\n\ni think they're a massive waste of time\n\nonce back in 2nd grade maybe\n\nbut never again\n\ni'm so sick of every finance guru telling you to \"learn before you earn\"\n\nthey're saying this so you waste your time and let them get ahead of you\n\nyou don't learn by reading 300 pages of someone else saying \"i got lucky by working hard\"\n\nyou learn by ACTUALLY WORKING HARD\n\ni grew my business to 7-figures by obsessing over:\n\nAI\nCLV\nUGC\nCPMs\nCTRs\nclip fatigue\ntiktok algorithm\nclipper burnout\ninstagram algorithm\n\nyou can't ever tell me you will find this through Robert Greene or David Goggins\n\nso now when people ask me \"whats your favorite book\" \n\ni just say \"oh riley reid has some great projects\" \n\nstop wasting your time on things that have zero ROI for your business","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,242],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pZGBh3vlsx","expanded_url":"https://x.com/alexlandings/status/1914198583185653791/photo/1","id_str":"1914198572754497536","indices":[243,266],"media_key":"3_1914198572754497536","media_url_https":"https://pbs.twimg.com/media/GpCZdcaXcAA8I0d.jpg","type":"photo","url":"https://t.co/pZGBh3vlsx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1210,"w":2048,"resize":"fit"},"medium":{"h":709,"w":1200,"resize":"fit"},"small":{"h":402,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1702,"width":2880,"focus_rects":[{"x":0,"y":0,"w":2880,"h":1613},{"x":0,"y":0,"w":1702,"h":1702},{"x":46,"y":0,"w":1493,"h":1702},{"x":367,"y":0,"w":851,"h":1702},{"x":0,"y":0,"w":2880,"h":1702}]},"media_results":{"result":{"media_key":"3_1914198572754497536"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1352373563295207426","name":"Whop","screen_name":"WhopIO","indices":[36,43]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/pZGBh3vlsx","expanded_url":"https://x.com/alexlandings/status/1914198583185653791/photo/1","id_str":"1914198572754497536","indices":[243,266],"media_key":"3_1914198572754497536","media_url_https":"https://pbs.twimg.com/media/GpCZdcaXcAA8I0d.jpg","type":"photo","url":"https://t.co/pZGBh3vlsx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1210,"w":2048,"resize":"fit"},"medium":{"h":709,"w":1200,"resize":"fit"},"small":{"h":402,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1702,"width":2880,"focus_rects":[{"x":0,"y":0,"w":2880,"h":1613},{"x":0,"y":0,"w":1702,"h":1702},{"x":46,"y":0,"w":1493,"h":1702},{"x":367,"y":0,"w":851,"h":1702},{"x":0,"y":0,"w":2880,"h":1702}]},"media_results":{"result":{"media_key":"3_1914198572754497536"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1914198583185653791","view_count":45153,"bookmark_count":198,"created_at":1745215480000,"favorite_count":344,"quote_count":3,"reply_count":43,"retweet_count":3,"user_id_str":"1696184686383415296","conversation_id_str":"1914198583185653791","full_text":"i’m a 15 y/o trying to compete with @whopio\n\nin the last 24 hours we’ve: \n- finished building our web app \n- built out a 10x growth roadmap\n- signed 1 new client\n- delegated 50% of workload to new hires\n\nnow i need to go harder before Q1 ends https://t.co/pZGBh3vlsx","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1956614733739458715","view_count":35478,"bookmark_count":396,"created_at":1755328279000,"favorite_count":341,"quote_count":0,"reply_count":22,"retweet_count":6,"user_id_str":"1696184686383415296","conversation_id_str":"1956614733739458715","full_text":"just made a client's meditation app hit #1 in health & fitness\n\nwithout them spending a penny on apple search ads\n\nhow?\n\n1,200 creators posting morning routines\n\n\"accidentally\" featuring the app\n\napple thinks it's organic growth\n\nclient thinks i'm a wizard\n\ni just understand psychology better than algorithms","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4WUFTcTRG2","expanded_url":"https://x.com/alexlandings/status/1914730718090965081/video/1","id_str":"1914730677339062272","indices":[278,301],"media_key":"13_1914730677339062272","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1914730677339062272/img/G97TR5Ih_nTPz4En.jpg","type":"video","url":"https://t.co/4WUFTcTRG2","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1280,"resize":"fit"},"medium":{"h":675,"w":1200,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1280,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"duration_millis":8682,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1914730677339062272/pl/lAPbi44SjbP2Wnek.m3u8?tag=14"},{"bitrate":288000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1914730677339062272/vid/avc1/480x270/vhZGUi-ayEzTm7OQ.mp4?tag=14"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1914730677339062272/vid/avc1/640x360/mQMd9Oqot3zhZ0iX.mp4?tag=14"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1914730677339062272/vid/avc1/1280x720/BFBAnNJwUxceGF-b.mp4?tag=14"}]},"media_results":{"result":{"media_key":"13_1914730677339062272"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"viralfounder.io","expanded_url":"http://viralfounder.io","url":"https://t.co/zs9xo2hei0","indices":[75,98]},{"display_url":"discord.gg/saas","expanded_url":"http://discord.gg/saas","url":"https://t.co/PFp6nSIXze","indices":[161,184]}],"user_mentions":[{"id_str":"1352373563295207426","name":"Whop","screen_name":"WhopIO","indices":[36,43]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/4WUFTcTRG2","expanded_url":"https://x.com/alexlandings/status/1914730718090965081/video/1","id_str":"1914730677339062272","indices":[278,301],"media_key":"13_1914730677339062272","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1914730677339062272/img/G97TR5Ih_nTPz4En.jpg","type":"video","url":"https://t.co/4WUFTcTRG2","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1280,"resize":"fit"},"medium":{"h":675,"w":1200,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1280,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"duration_millis":8682,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1914730677339062272/pl/lAPbi44SjbP2Wnek.m3u8?tag=14"},{"bitrate":288000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1914730677339062272/vid/avc1/480x270/vhZGUi-ayEzTm7OQ.mp4?tag=14"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1914730677339062272/vid/avc1/640x360/mQMd9Oqot3zhZ0iX.mp4?tag=14"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1914730677339062272/vid/avc1/1280x720/BFBAnNJwUxceGF-b.mp4?tag=14"}]},"media_results":{"result":{"media_key":"13_1914730677339062272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1914730718090965081","view_count":37809,"bookmark_count":272,"created_at":1745342351000,"favorite_count":337,"quote_count":3,"reply_count":32,"retweet_count":6,"user_id_str":"1696184686383415296","conversation_id_str":"1914730718090965081","full_text":"i’m a 15 y/o trying to compete with\n@WhopIO\n\nday 2.\n\npast 24h:\n\n- launched https://t.co/zs9xo2hei0, a private hub for founders mastering viral growth\n\n- secured https://t.co/PFp6nSIXze\n\n- added 300+ elite clippers to VF\n\n- drove 3.5M views for client campaigns\n\nstill day 2 btw https://t.co/4WUFTcTRG2","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1966549950788960375","view_count":24753,"bookmark_count":362,"created_at":1757697019000,"favorite_count":306,"quote_count":5,"reply_count":121,"retweet_count":16,"user_id_str":"1696184686383415296","conversation_id_str":"1966549950788960375","full_text":"i discovered the \"platform exhaustion point\" \n\nwhere algorithms give up and promote EVERYTHING\n\nevery platform has a threshold:\n\npost below it: normal distribution\npost above it: they surrender like a good boy\n\ntiktok: 45 posts per hour\ninstagram: 34 posts per hour\nyoutube: 89 posts per hour\n\nbeyond these points, the algorithm stops filtering\n\nand just starts promoting everything\n\nit assumes you/the brand/the hashtag MUST be trending\n\ni tested with burner accounts for in house and public campiangs:\n\naccount A: 10 posts/day for 30 days\naccount B: 50 posts in 24h, then nothing\n\naccount A: 340k total views\naccount B: 2m total views\n\nthe spike BROKE something\n\nplatforms aren't designed for volume\n\nthey're designed for awesome users\n\nbut our ghost creators aren't users\n\nmf we're attackers\n\nso now i reorganized the entire operation\n\nfor some in house campaings:\n\ninstead of consistent posting\nwe do \"surge attacks\"\n\nstaying silent for 23 hours\n\nthen 1 hour of absolute chaos\n\n350 posts in 60 minutes\n\nthe algorithm has a SEIZURE and EVERYTHING gets pushed.\n\nclients are confused:\n\n\"why aren't we posting consistently?\"\n\nBECAUSE consistency is predictable\n\npredictable is filterable\nfilterable is death\n\nchaos is unfiltered, and unfiltered is VIRAL\n\nwe have 21,000 clippers trained in surge tactics and coordinated chaos at scale\n\ngay marketing agencies schedule posts\n\nwe make sure posts go viral by leaving no breathing room for the algorithm to pass them\n\nthe difference is everything\n\ncomment \"VIRAL\" and i'll send you my ghost content playbook that can get you 3M views guaranteed in 30 days organically","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}],"ctweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1927741950129488285","view_count":44707,"bookmark_count":437,"created_at":1748444471000,"favorite_count":359,"quote_count":1,"reply_count":301,"retweet_count":10,"user_id_str":"1696184686383415296","conversation_id_str":"1927741950129488285","full_text":"i've generated over 100m+ views for my friend's consumer app through mass short form content\n\nand we only spent $12k ($0.20 cost per install)\n\nwe utilized the \"ghost creator\" method\n\nIt involves having hundreds of people posting for your app, and i set it all up for him\n\ncomment \"GHOST METHOD\" and i'll send you how i did this (must be following)","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1959073107723124808","view_count":85075,"bookmark_count":1099,"created_at":1755914401000,"favorite_count":734,"quote_count":2,"reply_count":237,"retweet_count":23,"user_id_str":"1696184686383415296","conversation_id_str":"1959073107723124808","full_text":"found a glitch in every platform that allows my clippers to get 9x more views\n\nit's so autistic you wouldn't believe it:\n\nbio updates trigger HUGE algorithmic boosts\n\nnot profile changes. micro-updates.\n\nhere's what happened:\n\ncreator changed one word in bio\nnext post got 10x views\n\ntested it 16 times with in-house creators\n\nCONFIRMED.\n\nthe pattern:\n\nupdate bio → post within 4 minutes → massive boost\n\nwhy?\n\nplatforms think you're \"active\"\nthey reward active users\neven if activity is just bio editing\n\nbut here's the exploit:\n\nwe systemized bio updates LMFAO\n\nevery creator changes bio \nright before posting\n4-minute window\n\nGUARANTEED boost\n\nthe changes can even be invisible:\n\n- extra space\n- emoji skin tone\n- punctuation mark\n\nhuman eye can't see it\nalgorithm can\n\ntested across 10k campaign posts:\n\nposts with bio update: 160k average views\nposts without: 1.9k average views\n\n80x difference\n80x upgrade\n80x virality\n\nfrom changing a period to a comma 😂\n\nyour competitor spends $100k on ads\n\ngay\n\nwe change punctuation and go VIRAL\n\nthe platform thinks we're all \"power users\"\nconstantly updating\nconstantly improving\n\nreally we just found the cheapest hack:\n\nchange nothing\nbut change it constantly\n\nalgorithms are dumb. they count actions not value\n\nso we give them actions\n\nmeaningless ones\nthat create meaningful results\n\nour ghost creators make our clients go viral because of our awesome systems\n\ncomment \"VIRALITY\" and i'll send you the playbook on how you can do blow your brand up organically","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,86],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1957844726750552146","view_count":273357,"bookmark_count":641,"created_at":1755621532000,"favorite_count":1634,"quote_count":10,"reply_count":195,"retweet_count":19,"user_id_str":"1696184686383415296","conversation_id_str":"1957844726750552146","full_text":"i'm 15 and i just got wired $1M to manage a clients clipping campaign\n\nask me anything","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1975301213227737114","view_count":53754,"bookmark_count":963,"created_at":1759783483000,"favorite_count":539,"quote_count":5,"reply_count":185,"retweet_count":20,"user_id_str":"1696184686383415296","conversation_id_str":"1975301213227737114","full_text":"everyone thinks going viral is random luck\n\ni figured out it couldn't be further from the truth\n\ni tracked 12,500 clips in our influencer campaigns to find the pattern\n\nit's all in the time\n\nclips posted at :00 past the hour:\n98k average views\n\nclips posted at :17 past the hour: \n2.3M average views\n\nclips posted at :00 past the hour: \n98k average views\n\n17 minutes past beats on-the-hour by 23x\n\nhere's why this happens:\n\nplatforms refresh caches at :15\nthe whole thing takes 2 minutes to propagate\n\nso :17 catches fresh algorithm state\n\nlike surfers waiting for the perfect wave\nexcept the wave comes every hour\nat EXACTLY :17 seconds\n\nso i tested this across all platforms:\n\n- tiktok :17 - confirmed\n- instagram :17 - confirmed \n- youtube :16.9 - confirmed\n\nnice\n\nit's UNIVERSAL\n\nbut then i did something crazy:\n\ni restructured our entire operation:\n\nadded the \"17 minute rule\" to our clipper rulebook\n\nnow we have 100,000 clippers synchronized\nall posting at :17 and :32\nevery hour, 24/7\n\nEVERY SINGLE post we make hits the sweet spot like a very effective algo orgasm\n\nyou're posting meh when convenient\n\nwe're posting gold when optimal\n\nthat's why virality ghost creators stay on top\n\ncomment \"VIRAL\" and i'll send you the guide on how to get 3M+ views in 30 days with ghost content","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1966549950788960375","view_count":24753,"bookmark_count":362,"created_at":1757697019000,"favorite_count":306,"quote_count":5,"reply_count":121,"retweet_count":16,"user_id_str":"1696184686383415296","conversation_id_str":"1966549950788960375","full_text":"i discovered the \"platform exhaustion point\" \n\nwhere algorithms give up and promote EVERYTHING\n\nevery platform has a threshold:\n\npost below it: normal distribution\npost above it: they surrender like a good boy\n\ntiktok: 45 posts per hour\ninstagram: 34 posts per hour\nyoutube: 89 posts per hour\n\nbeyond these points, the algorithm stops filtering\n\nand just starts promoting everything\n\nit assumes you/the brand/the hashtag MUST be trending\n\ni tested with burner accounts for in house and public campiangs:\n\naccount A: 10 posts/day for 30 days\naccount B: 50 posts in 24h, then nothing\n\naccount A: 340k total views\naccount B: 2m total views\n\nthe spike BROKE something\n\nplatforms aren't designed for volume\n\nthey're designed for awesome users\n\nbut our ghost creators aren't users\n\nmf we're attackers\n\nso now i reorganized the entire operation\n\nfor some in house campaings:\n\ninstead of consistent posting\nwe do \"surge attacks\"\n\nstaying silent for 23 hours\n\nthen 1 hour of absolute chaos\n\n350 posts in 60 minutes\n\nthe algorithm has a SEIZURE and EVERYTHING gets pushed.\n\nclients are confused:\n\n\"why aren't we posting consistently?\"\n\nBECAUSE consistency is predictable\n\npredictable is filterable\nfilterable is death\n\nchaos is unfiltered, and unfiltered is VIRAL\n\nwe have 21,000 clippers trained in surge tactics and coordinated chaos at scale\n\ngay marketing agencies schedule posts\n\nwe make sure posts go viral by leaving no breathing room for the algorithm to pass them\n\nthe difference is everything\n\ncomment \"VIRAL\" and i'll send you my ghost content playbook that can get you 3M views guaranteed in 30 days organically","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1957850046000414917","view_count":304665,"bookmark_count":2286,"created_at":1755622800000,"favorite_count":5283,"quote_count":46,"reply_count":102,"retweet_count":190,"user_id_str":"1696184686383415296","conversation_id_str":"1957850046000414917","full_text":"okay interesting discovery:\n\nif 17 creators post identical content within 3 minutes\nthe algorithm thinks it's \"breaking news\"\npushes everything to trending\n\ntested this 32 times with a few in-house ghost creators\nALWAYS works\n\nmanufacturing news > reporting news","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,89],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981014285036998693","view_count":32333,"bookmark_count":57,"created_at":1761145585000,"favorite_count":290,"quote_count":3,"reply_count":99,"retweet_count":5,"user_id_str":"1696184686383415296","conversation_id_str":"1981014285036998693","full_text":"i turned 16 yesterday \n\nalso hit $1M ARR yesterday \n\nask me anything and i'll answer :)","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1970847940823400467","view_count":32861,"bookmark_count":620,"created_at":1758721740000,"favorite_count":512,"quote_count":3,"reply_count":89,"retweet_count":24,"user_id_str":"1696184686383415296","conversation_id_str":"1970847940823400467","full_text":"autistic content hack:\n\nsharing YOUR LOSSES makes more money than sharing wins\n\ni told my clippers to post two identical product launches:\n\nversion A:\n\"made $100k this month!\"\n\nversion B:\n\"lost $30k but learned this...\"\n\nversion A:\n123k views, 13 sales\n\nversion B:\n5.4M views, 1450 sales\n\nlosing stories convert 49x better\n\nhere's the psychology:\n\nwinners create distance\n\nbut losers create connection\n\npeople don't trust perfection\nthey trust STRUGGLE\n\nso now every campaign starts with failure:\n\n\"spent $10k on ads that flopped\"\n\"porn addiction made my wife leave”\n\"this almost bankrupted me\"\n\nthen pivot to solution\n\nthe vulnerability ladder:\n\n1. admit failure\n2. show specific numbers\n3. explain the lesson\n4. soft pitch solution\n\ni trained 21,000 clippers to lead with Ls for most campaigns\n\nreal or invented\nDOESN’T MATTER\n\nbecause you're flexing success\nand we’re flexing failure\n\nsuccess isolates\nfailure RESONATES\n\nresonation = $$$$$$$$$$$$$$$\n\ncomment \"VIRAL\" and i’ll send you my ghost content playbook that will generate you 3M organic views in 30d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1959027808044196263","view_count":170700,"bookmark_count":304,"created_at":1755903601000,"favorite_count":492,"quote_count":25,"reply_count":73,"retweet_count":12,"user_id_str":"1696184686383415296","conversation_id_str":"1959027808044196263","full_text":"okay i haven't tested this myself yet\n\nbut i figured out how to crash any restaurant's stock using 5,000 food tiktokers\n\n(never doing this but someone will)\n\nstep 1: short the stock, buy puts on chipotle\n\nstep 2: 5,000 creators post \"got food poisoning from chipotle\"\n\nstep 3: fake receipts, fake hospital bands, fake evidence \n\nstep 4: news picks up \"viral food poisoning trend\" \n\nstep 5: stock drops 40% from reputation crisis \n\nstep 6: puts print money\n\ntimeline: \n72 hours from activation to stock crash \n\ncost: \n$20k-$200k for creator payments\n\nreturn: \n$10M+ from options\n\nthe beautiful part: \nimpossible to prove coordination ❤️🩹\n\ncreators just \"happened\" to get sick same week algorithm \"randomly\" pushed the content \n\nSEC can't prosecute viral content LOL\n\na client offered us 5-figures to run a similar play but i said no because i'm not insane\n\nbut someone else will figure this out \nprobably already happening\nto a brand near you\n\nthis is why i stick to making apps/products/brands go viral \n\nmuch less illegal\n\nwhen 5,000 people say your food sucks... \n\nreality becomes negotiable\n\nand when 5,000 people are telling tiktok how amazing and helpful your brand is...\n\nreality becomes virality","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1972620424597925923","view_count":35131,"bookmark_count":262,"created_at":1759144333000,"favorite_count":357,"quote_count":1,"reply_count":67,"retweet_count":8,"user_id_str":"1696184686383415296","conversation_id_str":"1972620424597925923","full_text":"i'm 15 making $100k/mo and i've never read a single book\n\ni think they're a massive waste of time\n\nonce back in 2nd grade maybe\n\nbut never again\n\ni'm so sick of every finance guru telling you to \"learn before you earn\"\n\nthey're saying this so you waste your time and let them get ahead of you\n\nyou don't learn by reading 300 pages of someone else saying \"i got lucky by working hard\"\n\nyou learn by ACTUALLY WORKING HARD\n\ni grew my business to 7-figures by obsessing over:\n\nAI\nCLV\nUGC\nCPMs\nCTRs\nclip fatigue\ntiktok algorithm\nclipper burnout\ninstagram algorithm\n\nyou can't ever tell me you will find this through Robert Greene or David Goggins\n\nso now when people ask me \"whats your favorite book\" \n\ni just say \"oh riley reid has some great projects\" \n\nstop wasting your time on things that have zero ROI for your business","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1963232342207553549","view_count":14227,"bookmark_count":168,"created_at":1756906040000,"favorite_count":157,"quote_count":1,"reply_count":64,"retweet_count":1,"user_id_str":"1696184686383415296","conversation_id_str":"1963232342207553549","full_text":"nobody's gonna believe me on this:\n\nPERFECT HOOKS ARE ACTUALLY KILLING YOUR CONVERSIONS\n\nyou've been brainwashed by shortform-fluencers to think differently\n\ni discovered this from studying 5k+ of our clippers' posts\n\nhere's what happened:\n\nwe had INSANE hooks for a client\n\ngot 92% watch rate past the first 5 seconds\n\nBUT \n\nonly 2% had a full retention rate (aka made it to the end)\n\nalgorithm sees massive drop-off\nthinks content is bad\nkills distribution\n\nmeanwhile shitty hooks actually perform better:\n\n60% watch first 10 seconds\n38% complete the video\n20% click profile\n\n10% of profile clickers will click on YOUR product link\n\nalgorithm sees consistency in conversions and retention\n\ntherefore pushes everywhere\n\nwhy the fuck does this happen??\n\nthe autistic math:\n\nlosing viewers immediately\nis WAY BETTER\nthan losing them after hooking them\n\nbecause you filter the gays and are now reaching the perfec target audience\n\nafter noticing this i did some experimenting\n\ntested with 5302 clips for a video campaign:\n\nsplit the clippers apart:\n\ngroup a: hollywood-level hooks\ngroup b: random guy talking\n\ngroup a: 12M total views\ngroup b: 4M total views\n\nBUT\n\nGROUP B HAD HIGHER CONVERSIONS LOL\n\n4x more people clicked the profile compared to the perfected hooks\n\nthe pattern is clear:\n\nmoderate interest throughout beats extreme interest that 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flex payout channel is the highest ROI feature in our Discord\n\none person posts $2k earning\n\n1000's of new videos get submitted in 24hrs\n\neveryone wants to be next lol https://t.co/9EdBqWPYp5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":31,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986486943975190727","view_count":24216,"bookmark_count":185,"created_at":1762450369000,"favorite_count":198,"quote_count":2,"reply_count":28,"retweet_count":5,"user_id_str":"1696184686383415296","conversation_id_str":"1986486943975190727","full_text":"being racist saved us $50,000+ in creator payments\n\na while back, one of our client's first campaign generated 25M views in 30 days\n\nwe were hella hyped\n\nrevenue increase? $3k\n\nwtf happened?\nwe checked the demographics\n\n87% of views came from Philippines, Brazil, Indonesia\n\nthe product? $30/mo consumer product for US travelers \n\nwe were generating millions of views from people who would never buy\n\nwhat a fucking waste of time\n\nnow we have strict geographic requirements\n\nevery creator must maintain minimum 40% Tier 1 audience\n\nTier 1 = USA, UK, Canada, Australia, New Zealand\n\nthese are the markets that actually convert for most products\n\nhere's how we enforce it:\n\na creator would submit for payment with 200k views\n\nwe check their demographics screen recording\n\nif they show:\n\n25% USA\n15% UK\n60% Others\n\nin this case, they hit 40% combined Tier 1\n\nhowever, if they fail the 40% threshold\n\ntheir payment gets reduced proportionally\n\nif they had 35%, they'd be 5 points short = 12.5% reduction in payment\n\nso instead of $200 (at $1 RPM)\n\nthey get $175\n\nthis filters out 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client was about to go homeless from going viral\n\nhe was hitting 1M+ views regularly\n\nbut his revenue was an insane rollercoaster\n\non one week, he'd make $2k. and in the next week he'd make $900\n\nit was impossible to plan anything\n\nand he almost went bankrupt from overestimating revenue\n\nso here's the exact process we used to fix it:\n\nin week 1-3, it was a testing phase\n\nwe recruited 10 elite creators from Discord servers\n\nthen gave each one a different slideshow format to test\n\nformat A: talking head explaining app features → averaged 3.2k views, looked like an ad, algorithm suppressed it\n\nformat B: morning routine slideshows with app in slides 3-4 → averaged 78k views, didn't trigger ad detection\n\nformat C: before/after transformation style → averaged 12k views, conversion signals weak\n\nformat D: \"day in the life\" with product naturally appearing → averaged 45k views, decent but not scalable\n\nand we tracked two thresholds for each format:\nview threshold: must hit 10k+ views on 50%+ of videos revenue threshold: must generate profile visits at under $30 cost per action\n\nformat B cleared both thresholds\nthe other 3 got killed by week 3\n\nin the 4th week, we reverse-engineered why format B worked:\n\nhook analysis: \"the reason you're still [pain point]...\" pattern interrupted scroll\npacing: scene change every slide (kept attention)\n\nproduct integration: appeared in slide 3-4 as a useful tool they coincidently found\n\ncomment conversion: videos averaged 200+ comments asking \"what app is this?\"\n\nthus, we created a mandatory content brief:\n\nexact hook formulas that tested well\n\nslide-by-slide breakdown with timing\n\nwhere/how product appears\n\naudio selection guidelines (trending sounds only)\n\nby week 5-8, we scaled to 100 active creators\n\nthe set up infrastructure was:\n\na discord with ticket system (each mods assigned to different inquiry sections)\n\na leaderboard updated daily showing:\n\nhighest total views\nmost viral single video\nhighest earnings\nmost improved\nflex payout channel where creators post earnings screenshots\n\nthis created crazy FOMO; a creator making $400 sees someone made $2.1k, suddenly makes 8 new accounts in 3 days & starts consistently posting on all of them\n\nthe payment structure was $2.00 RPM but with requirements\n\nand they had to maintain 40%+ Tier 1 audience (USA/UK/Canada/Australia)\n\nthis geographic enforcement saved us from paying for worthless views from countries that don't convert\n\nand we also verified the legitimacy of their views with traffic source check:\n\n80-95% traffic from FYP = legitimate\n90%+ from \"Other\" = botted, payment denied\n\nby week 9 to week 16, there were 2,000 total registered creators in the system (with 4,000 unregistered creators in our pipeline)\n\nwith 650 actively posting (filtered out non-performers)\n\nwe used our platform virality(.)gg to track:\n\nall video performance across accounts\nautomatic RPM calculation\ndemographic verification\n\nand we also process payments weekly \n\ntheir earned money gets deposited to their account automatically via our platform, and they can withdraw the amount whenever they wish via all payments methods (crypto, paypal, bank, etc)\n\nafter all those stages, we've generated:\n\n12,099 videos created in 4 months 32.7M views \n\ngenerated 222.9k comments (insane engagement signals conversion)\n\nour cost: $65k in creator payments (at $2.00 RPM) their profit: $228k\n\nbut the actual moat of this ghost content system is that daily revenue became predictable\n\nbefore: $0 some days, $3k others\n\n after: $3-5k every single day\n\nthis is what happens when 650 accounts post daily:\n\nsome flop (expected)\n\nsome hit 50k (majority)\n\nsome go viral (bonus)\n\nthe law of large numbers makes inconsistency impossible\n\nthe summarized playbook:\n\ntest 3-4 formats with 5-10 elite creators\ntrack view + revenue thresholds religiously\nkill what doesn't work by 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flex payout channel is the highest ROI feature in our Discord\n\none person posts $2k earning\n\n1000's of new videos get submitted in 24hrs\n\neveryone wants to be next lol https://t.co/9EdBqWPYp5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":5,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986486943975190727","view_count":24216,"bookmark_count":185,"created_at":1762450369000,"favorite_count":198,"quote_count":2,"reply_count":28,"retweet_count":5,"user_id_str":"1696184686383415296","conversation_id_str":"1986486943975190727","full_text":"being racist saved us $50,000+ in creator payments\n\na while back, one of our client's first campaign generated 25M views in 30 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client was about to go homeless from going viral\n\nhe was hitting 1M+ views regularly\n\nbut his revenue was an insane rollercoaster\n\non one week, he'd make $2k. and in the next week he'd make $900\n\nit was impossible to plan anything\n\nand he almost went bankrupt from overestimating revenue\n\nso here's the exact process we used to fix it:\n\nin week 1-3, it was a testing phase\n\nwe recruited 10 elite creators from Discord servers\n\nthen gave each one a different slideshow format to test\n\nformat A: talking head explaining app features → averaged 3.2k views, looked like an ad, algorithm suppressed it\n\nformat B: morning routine slideshows with app in slides 3-4 → averaged 78k views, didn't trigger ad detection\n\nformat C: before/after transformation style → averaged 12k views, conversion signals weak\n\nformat D: \"day in the life\" with product naturally appearing → averaged 45k views, decent but not scalable\n\nand we tracked two thresholds for each format:\nview threshold: must hit 10k+ views on 50%+ of videos revenue threshold: must generate profile visits at under $30 cost per action\n\nformat B cleared both thresholds\nthe other 3 got killed by week 3\n\nin the 4th week, we reverse-engineered why format B worked:\n\nhook analysis: \"the reason you're still [pain point]...\" pattern interrupted scroll\npacing: scene change every slide (kept attention)\n\nproduct integration: appeared in slide 3-4 as a useful tool they coincidently found\n\ncomment conversion: videos averaged 200+ comments asking \"what app is this?\"\n\nthus, we created a mandatory content brief:\n\nexact hook formulas that tested well\n\nslide-by-slide breakdown with timing\n\nwhere/how product appears\n\naudio selection guidelines (trending sounds only)\n\nby week 5-8, we scaled to 100 active creators\n\nthe set up infrastructure was:\n\na discord with ticket system (each mods assigned to different inquiry sections)\n\na leaderboard updated daily showing:\n\nhighest total views\nmost viral single video\nhighest earnings\nmost improved\nflex payout channel where creators post earnings screenshots\n\nthis created crazy FOMO; a creator making $400 sees someone made $2.1k, suddenly makes 8 new accounts in 3 days & starts consistently posting on all of them\n\nthe payment structure was $2.00 RPM but with requirements\n\nand they had to maintain 40%+ Tier 1 audience (USA/UK/Canada/Australia)\n\nthis geographic enforcement saved us from paying for worthless views from countries that don't convert\n\nand we also verified the legitimacy of their views with traffic source check:\n\n80-95% traffic from FYP = legitimate\n90%+ from \"Other\" = botted, payment denied\n\nby week 9 to week 16, there were 2,000 total registered creators in the system (with 4,000 unregistered creators in our pipeline)\n\nwith 650 actively posting (filtered out non-performers)\n\nwe used our platform virality(.)gg to track:\n\nall video performance across accounts\nautomatic RPM calculation\ndemographic verification\n\nand we also process payments weekly \n\ntheir earned money gets deposited to their account automatically via our platform, and they can withdraw the amount whenever they wish via all payments methods (crypto, paypal, bank, etc)\n\nafter all those stages, we've generated:\n\n12,099 videos created in 4 months 32.7M views \n\ngenerated 222.9k comments (insane engagement signals conversion)\n\nour cost: $65k in creator payments (at $2.00 RPM) their profit: $228k\n\nbut the actual moat of this ghost content system is that daily revenue became predictable\n\nbefore: $0 some days, $3k others\n\n after: $3-5k every single day\n\nthis is what happens when 650 accounts post daily:\n\nsome flop (expected)\n\nsome hit 50k (majority)\n\nsome go viral (bonus)\n\nthe law of large numbers makes inconsistency impossible\n\nthe summarized playbook:\n\ntest 3-4 formats with 5-10 elite creators\ntrack view + revenue thresholds religiously\nkill what doesn't work by 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flex payout channel is the highest ROI feature in our Discord\n\none person posts $2k earning\n\n1000's of new videos get submitted in 24hrs\n\neveryone wants to be next lol https://t.co/9EdBqWPYp5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":27227,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986486943975190727","view_count":24216,"bookmark_count":185,"created_at":1762450369000,"favorite_count":198,"quote_count":2,"reply_count":28,"retweet_count":5,"user_id_str":"1696184686383415296","conversation_id_str":"1986486943975190727","full_text":"being racist saved us $50,000+ in creator payments\n\na while back, one of our client's first campaign generated 25M views in 30 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client was about to go homeless from going viral\n\nhe was hitting 1M+ views regularly\n\nbut his revenue was an insane rollercoaster\n\non one week, he'd make $2k. and in the next week he'd make $900\n\nit was impossible to plan anything\n\nand he almost went bankrupt from overestimating revenue\n\nso here's the exact process we used to fix it:\n\nin week 1-3, it was a testing phase\n\nwe recruited 10 elite creators from Discord servers\n\nthen gave each one a different slideshow format to test\n\nformat A: talking head explaining app features → averaged 3.2k views, looked like an ad, algorithm suppressed it\n\nformat B: morning routine slideshows with app in slides 3-4 → averaged 78k views, didn't trigger ad detection\n\nformat C: before/after transformation style → averaged 12k views, conversion signals weak\n\nformat D: \"day in the life\" with product naturally appearing → averaged 45k views, decent but not scalable\n\nand we tracked two thresholds for each format:\nview threshold: must hit 10k+ views on 50%+ of videos revenue threshold: must generate profile visits at under $30 cost per action\n\nformat B cleared both thresholds\nthe other 3 got killed by week 3\n\nin the 4th week, we reverse-engineered why format B worked:\n\nhook analysis: \"the reason you're still [pain point]...\" pattern interrupted scroll\npacing: scene change every slide (kept attention)\n\nproduct integration: appeared in slide 3-4 as a useful tool they coincidently found\n\ncomment conversion: videos averaged 200+ comments asking \"what app is this?\"\n\nthus, we created a mandatory content brief:\n\nexact hook formulas that tested well\n\nslide-by-slide breakdown with timing\n\nwhere/how product appears\n\naudio selection guidelines (trending sounds only)\n\nby week 5-8, we scaled to 100 active creators\n\nthe set up infrastructure was:\n\na discord with ticket system (each mods assigned to different inquiry sections)\n\na leaderboard updated daily showing:\n\nhighest total views\nmost viral single video\nhighest earnings\nmost improved\nflex payout channel where creators post earnings screenshots\n\nthis created crazy FOMO; a creator making $400 sees someone made $2.1k, suddenly makes 8 new accounts in 3 days & starts consistently posting on all of them\n\nthe payment structure was $2.00 RPM but with requirements\n\nand they had to maintain 40%+ Tier 1 audience (USA/UK/Canada/Australia)\n\nthis geographic enforcement saved us from paying for worthless views from countries that don't convert\n\nand we also verified the legitimacy of their views with traffic source check:\n\n80-95% traffic from FYP = legitimate\n90%+ from \"Other\" = botted, payment denied\n\nby week 9 to week 16, there were 2,000 total registered creators in the system (with 4,000 unregistered creators in our pipeline)\n\nwith 650 actively posting (filtered out non-performers)\n\nwe used our platform virality(.)gg to track:\n\nall video performance across accounts\nautomatic RPM calculation\ndemographic verification\n\nand we also process payments weekly \n\ntheir earned money gets deposited to their account automatically via our platform, and they can withdraw the amount whenever they wish via all payments methods (crypto, paypal, bank, etc)\n\nafter all those stages, we've generated:\n\n12,099 videos created in 4 months 32.7M views \n\ngenerated 222.9k comments (insane engagement signals conversion)\n\nour cost: $65k in creator payments (at $2.00 RPM) their profit: $228k\n\nbut the actual moat of this ghost content system is that daily revenue became predictable\n\nbefore: $0 some days, $3k others\n\n after: $3-5k every single day\n\nthis is what happens when 650 accounts post daily:\n\nsome flop (expected)\n\nsome hit 50k (majority)\n\nsome go viral (bonus)\n\nthe law of large numbers makes inconsistency impossible\n\nthe summarized playbook:\n\ntest 3-4 formats with 5-10 elite creators\ntrack view + revenue thresholds religiously\nkill what doesn't work by 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Engaging more in community conversations and using X Spaces or threads for interactive Q&A could deepen follower loyalty and attract newcomers.","roast":"MapleShaw tweets so much AI tech wizardry that even his sleep mode must run on machine learning algorithms — too bad there’s no AI out there yet to translate his endless tech jargon into normal human speak!","win":"MapleShaw’s tweet about Flux AI’s ability to create naturalistic influencer-style photos dramatically lowered social media content creation barriers, widely regarded as a game changer for platform growth strategies."},"created":1762978803324,"type":"the innovator","id":"msjiaozhu"},{"user":{"id":"1509922439899529216","name":"DucKhoa","description":"","followers_count":1592,"friends_count":1317,"statuses_count":25689,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1847140849165189120/8nOTi9f5_normal.jpg","screen_name":"DucKhoa96","location":"HCM City","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"DucKhoa is a relentless explorer at the cutting edge of Web3 infrastructure, diving deep into liquidity mechanisms and decentralized identity solutions. 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flex payout channel is the highest ROI feature in our Discord\n\none person posts $2k earning\n\n1000's of new videos get submitted in 24hrs\n\neveryone wants to be next lol https://t.co/9EdBqWPYp5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":186,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986486943975190727","view_count":24216,"bookmark_count":185,"created_at":1762450369000,"favorite_count":198,"quote_count":2,"reply_count":28,"retweet_count":5,"user_id_str":"1696184686383415296","conversation_id_str":"1986486943975190727","full_text":"being racist saved us $50,000+ in creator payments\n\na while back, one of our client's first campaign generated 25M views in 30 days\n\nwe were hella hyped\n\nrevenue increase? $3k\n\nwtf happened?\nwe checked the demographics\n\n87% of views came from Philippines, Brazil, Indonesia\n\nthe product? $30/mo consumer product for US travelers \n\nwe were generating millions of views from people who would never buy\n\nwhat a fucking waste of time\n\nnow we have strict geographic requirements\n\nevery creator must maintain minimum 40% Tier 1 audience\n\nTier 1 = USA, UK, Canada, Australia, New Zealand\n\nthese are the markets that actually convert for most products\n\nhere's how we enforce it:\n\na creator would submit for payment with 200k views\n\nwe check their demographics screen recording\n\nif they show:\n\n25% USA\n15% UK\n60% Others\n\nin this case, they hit 40% combined Tier 1\n\nhowever, if they fail the 40% threshold\n\ntheir payment gets reduced proportionally\n\nif they had 35%, they'd be 5 points short = 12.5% reduction in payment\n\nso instead of $200 (at $1 RPM)\n\nthey get $175\n\nthis filters out 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We allow other first tier countries just to not be too strict since it converts similarly anyway","in_reply_to_user_id_str":"1483529302574768129","in_reply_to_status_id_str":"1986503421252558961","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1827188932993220608","name":"Clinton","screen_name":"clintveinot","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"clintveinot","lang":"en","retweeted":false,"fact_check":null,"id":"1986528295303676147","view_count":537,"bookmark_count":0,"created_at":1762460228000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1696184686383415296","conversation_id_str":"1986514996214300850","full_text":"@clintveinot how effective is faceless closing vs closing with your camera on?\n\ni've noticed it doesn't matter that much but really interested in what you 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client was about to go homeless from going viral\n\nhe was hitting 1M+ views regularly\n\nbut his revenue was an insane rollercoaster\n\non one week, he'd make $2k. and in the next week he'd make $900\n\nit was impossible to plan anything\n\nand he almost went bankrupt from overestimating revenue\n\nso here's the exact process we used to fix it:\n\nin week 1-3, it was a testing phase\n\nwe recruited 10 elite creators from Discord servers\n\nthen gave each one a different slideshow format to test\n\nformat A: talking head explaining app features → averaged 3.2k views, looked like an ad, algorithm suppressed it\n\nformat B: morning routine slideshows with app in slides 3-4 → averaged 78k views, didn't trigger ad detection\n\nformat C: before/after transformation style → averaged 12k views, conversion signals weak\n\nformat D: \"day in the life\" with product naturally appearing → averaged 45k views, decent but not scalable\n\nand we tracked two thresholds for each format:\nview threshold: must hit 10k+ views on 50%+ of videos revenue threshold: must generate profile visits at under $30 cost per action\n\nformat B cleared both thresholds\nthe other 3 got killed by week 3\n\nin the 4th week, we reverse-engineered why format B worked:\n\nhook analysis: \"the reason you're still [pain point]...\" pattern interrupted scroll\npacing: scene change every slide (kept attention)\n\nproduct integration: appeared in slide 3-4 as a useful tool they coincidently found\n\ncomment conversion: videos averaged 200+ comments asking \"what app is this?\"\n\nthus, we created a mandatory content brief:\n\nexact hook formulas that tested well\n\nslide-by-slide breakdown with timing\n\nwhere/how product appears\n\naudio selection guidelines (trending sounds only)\n\nby week 5-8, we scaled to 100 active creators\n\nthe set up infrastructure was:\n\na discord with ticket system (each mods assigned to different inquiry sections)\n\na leaderboard updated daily showing:\n\nhighest total views\nmost viral single video\nhighest earnings\nmost improved\nflex payout channel where creators post earnings screenshots\n\nthis created crazy FOMO; a creator making $400 sees someone made $2.1k, suddenly makes 8 new accounts in 3 days & starts consistently posting on all of them\n\nthe payment structure was $2.00 RPM but with requirements\n\nand they had to maintain 40%+ Tier 1 audience (USA/UK/Canada/Australia)\n\nthis geographic enforcement saved us from paying for worthless views from countries that don't convert\n\nand we also verified the legitimacy of their views with traffic source check:\n\n80-95% traffic from FYP = legitimate\n90%+ from \"Other\" = botted, payment denied\n\nby week 9 to week 16, there were 2,000 total registered creators in the system (with 4,000 unregistered creators in our pipeline)\n\nwith 650 actively posting (filtered out non-performers)\n\nwe used our platform virality(.)gg to track:\n\nall video performance across accounts\nautomatic RPM calculation\ndemographic verification\n\nand we also process payments weekly \n\ntheir earned money gets deposited to their account automatically via our platform, and they can withdraw the amount whenever they wish via all payments methods (crypto, paypal, bank, etc)\n\nafter all those stages, we've generated:\n\n12,099 videos created in 4 months 32.7M views \n\ngenerated 222.9k comments (insane engagement signals conversion)\n\nour cost: $65k in creator payments (at $2.00 RPM) their profit: $228k\n\nbut the actual moat of this ghost content system is that daily revenue became predictable\n\nbefore: $0 some days, $3k others\n\n after: $3-5k every single day\n\nthis is what happens when 650 accounts post daily:\n\nsome flop (expected)\n\nsome hit 50k (majority)\n\nsome go viral (bonus)\n\nthe law of large numbers makes inconsistency impossible\n\nthe summarized playbook:\n\ntest 3-4 formats with 5-10 elite creators\ntrack view + revenue thresholds religiously\nkill what doesn't work by 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flex payout channel is the highest ROI feature in our Discord\n\none person posts $2k earning\n\n1000's of new videos get submitted in 24hrs\n\neveryone wants to be next lol https://t.co/9EdBqWPYp5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":201,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986486943975190727","view_count":24216,"bookmark_count":185,"created_at":1762450369000,"favorite_count":198,"quote_count":2,"reply_count":28,"retweet_count":5,"user_id_str":"1696184686383415296","conversation_id_str":"1986486943975190727","full_text":"being racist saved us $50,000+ in creator payments\n\na while back, one of our client's first campaign generated 25M views in 30 days\n\nwe were hella hyped\n\nrevenue increase? $3k\n\nwtf happened?\nwe checked the demographics\n\n87% of views came from Philippines, Brazil, Indonesia\n\nthe product? $30/mo consumer product for US travelers \n\nwe were generating millions of views from people who would never buy\n\nwhat a fucking waste of time\n\nnow we have strict geographic requirements\n\nevery creator must maintain minimum 40% Tier 1 audience\n\nTier 1 = USA, UK, Canada, Australia, New Zealand\n\nthese are the markets that actually convert for most products\n\nhere's how we enforce it:\n\na creator would submit for payment with 200k views\n\nwe check their demographics screen recording\n\nif they show:\n\n25% USA\n15% UK\n60% Others\n\nin this case, they hit 40% combined Tier 1\n\nhowever, if they fail the 40% threshold\n\ntheir payment gets reduced proportionally\n\nif they had 35%, they'd be 5 points short = 12.5% reduction in payment\n\nso instead of $200 (at $1 RPM)\n\nthey get $175\n\nthis filters out 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client was about to go homeless from going viral\n\nhe was hitting 1M+ views regularly\n\nbut his revenue was an insane rollercoaster\n\non one week, he'd make $2k. and in the next week he'd make $900\n\nit was impossible to plan anything\n\nand he almost went bankrupt from overestimating revenue\n\nso here's the exact process we used to fix it:\n\nin week 1-3, it was a testing phase\n\nwe recruited 10 elite creators from Discord servers\n\nthen gave each one a different slideshow format to test\n\nformat A: talking head explaining app features → averaged 3.2k views, looked like an ad, algorithm suppressed it\n\nformat B: morning routine slideshows with app in slides 3-4 → averaged 78k views, didn't trigger ad detection\n\nformat C: before/after transformation style → averaged 12k views, conversion signals weak\n\nformat D: \"day in the life\" with product naturally appearing → averaged 45k views, decent but not scalable\n\nand we tracked two thresholds for each format:\nview threshold: must hit 10k+ views on 50%+ of videos revenue threshold: must generate profile visits at under $30 cost per action\n\nformat B cleared both thresholds\nthe other 3 got killed by week 3\n\nin the 4th week, we reverse-engineered why format B worked:\n\nhook analysis: \"the reason you're still [pain point]...\" pattern interrupted scroll\npacing: scene change every slide (kept attention)\n\nproduct integration: appeared in slide 3-4 as a useful tool they coincidently found\n\ncomment conversion: videos averaged 200+ comments asking \"what app is this?\"\n\nthus, we created a mandatory content brief:\n\nexact hook formulas that tested well\n\nslide-by-slide breakdown with timing\n\nwhere/how product appears\n\naudio selection guidelines (trending sounds only)\n\nby week 5-8, we scaled to 100 active creators\n\nthe set up infrastructure was:\n\na discord with ticket system (each mods assigned to different inquiry sections)\n\na leaderboard updated daily showing:\n\nhighest total views\nmost viral single video\nhighest earnings\nmost improved\nflex payout channel where creators post earnings screenshots\n\nthis created crazy FOMO; a creator making $400 sees someone made $2.1k, suddenly makes 8 new accounts in 3 days & starts consistently posting on all of them\n\nthe payment structure was $2.00 RPM but with requirements\n\nand they had to maintain 40%+ Tier 1 audience (USA/UK/Canada/Australia)\n\nthis geographic enforcement saved us from paying for worthless views from countries that don't convert\n\nand we also verified the legitimacy of their views with traffic source check:\n\n80-95% traffic from FYP = legitimate\n90%+ from \"Other\" = botted, payment denied\n\nby week 9 to week 16, there were 2,000 total registered creators in the system (with 4,000 unregistered creators in our pipeline)\n\nwith 650 actively posting (filtered out non-performers)\n\nwe used our platform virality(.)gg to track:\n\nall video performance across accounts\nautomatic RPM calculation\ndemographic verification\n\nand we also process payments weekly \n\ntheir earned money gets deposited to their account automatically via our platform, and they can withdraw the amount whenever they wish via all payments methods (crypto, paypal, bank, etc)\n\nafter all those stages, we've generated:\n\n12,099 videos created in 4 months 32.7M views \n\ngenerated 222.9k comments (insane engagement signals conversion)\n\nour cost: $65k in creator payments (at $2.00 RPM) their profit: $228k\n\nbut the actual moat of this ghost content system is that daily revenue became predictable\n\nbefore: $0 some days, $3k others\n\n after: $3-5k every single day\n\nthis is what happens when 650 accounts post daily:\n\nsome flop (expected)\n\nsome hit 50k (majority)\n\nsome go viral (bonus)\n\nthe law of large numbers makes inconsistency impossible\n\nthe summarized playbook:\n\ntest 3-4 formats with 5-10 elite creators\ntrack view + revenue thresholds religiously\nkill what doesn't work by 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