Concept Collider

Meta’s Andromeda ad system groups look-alike ads into a single concept: ads with the same visual and a different headline count as one. Advertisers think they’re testing 9 ads when Meta sees 3, so reach gets limited and budget is wasted. Concept Collider is an agent that shows your ad set the way Andromeda sees it, then fixes it. Muse Spark reads every ad and groups them into real concepts, gives a diversity score, and maps which angle × format combinations are missing. SAM 3.1 cuts your exact product out of your best ad. Muse Image produces 3 candidate ads for each gap, Muse Spark runs a tournament that scores each one on novelty and brand fit, and the winners are re-scored to prove they’re genuinely new. On our demo brand: 9 ads → 4 concepts became 7 concepts, with diversity up from 16 to 24. Next: Creator Match, which finds creators who already make content in the missing concepts, for Partnership Ads.