What we're learning about AI-generated video, creator economics, and what actually drives ROAS.
A single UGC video now costs $500–$3,000 and takes up to six weeks to deliver. Here's the full breakdown — and why AI has made that math obsolete.
Hook rate, creative velocity, and testing volume: three things AI UGC does better than creator-shot content, backed by what we're seeing from CreatorLoop users.
The cost of a UGC-style video ad has dropped 1,000x in two years. Here's what that means for every brand running paid social, and what the next two years look like.