stop trying to attribute revenue to individual creators. it’ll always be noisy because Meta’s algo decides who sees what. a creator with “worse ROAS” might just be getting served to colder audiences while the “best” creator is riding retargeting traffic.
the two metrics that actually isolate creative quality from audience effects: hook rate (3s views / impressions) and hold rate (thruplays / 3s views). these tell you if the creator grabs attention and keeps it, independent of who Meta is showing it to.
we track this in a dead simple sheet. one row per creative, columns for creator, hook rate, hold rate, CPA, spend. update weekly. after 4-6 weeks the patterns become obvious. some creators consistently hit 30%+ hook rates while others sit at 15%. that’s your signal for who to double down on, way more reliable than comparing ROAS numbers that are mostly an artifact of delivery allocation.