Joeee
230 posts












The app behind +4M views is called "Kairo" I launched it 7 days ago $1K+ revenue, zero ad spend This is where I start documenting everything


$10,247/day. 30 ads. one sitting. your production team isn't slow. your production model is dead. andromeda doesn't count your ads. it counts how many look different. every ad gets an entity ID — a visual fingerprint. similar ads cluster under one ID. one ID = one auction slot. 30 "variations" with headline swaps? meta sees 3. the other 27 are ghosts. the data: → under 8 unique entity IDs = algorithm starvation → 5 creatives in rotation = 35-45% CPA spike past $3k/day → fatigue onset: 9.2 days. down from 14 last year. → top DTC brands ship 50-70 unique ads/week = $40k/month in production most brands can't touch that. so they run 5 until they die, spend 3 weeks rebuilding, and watch the next 5 die in 9.2 days. the cycle repeats. the CPA climbs. the ceiling holds. one prompt broke it: "30 video ads. each a completely different film. no two should look related." → 30 scripts — different structures, not one remixed → different talent per ad — no face appears twice → different scenes, formats, b-roll. one session. no exports. 30 creatives. 30 entity IDs. 30 auction slots. shipped before the last batch fatigues. the $40k/month production line replaced by a chat window. comment PIPELINE for the workflow.



@alexcooldev My only question, how do you reach US users from a place in Southeast Asia?







