We run layered checks: semantic content matching, audience composition (gender, geo, language), engagement consistency vs one-offs, ER% and view distributions over the last 30 days, growth and recency signals, plus fraud heuristics. Results surface likely reach %, abnormal spikes, and dubious follower sources so you can flag risky creators.