We run layered checks on creator profiles and their audiences: behavioral signals (sudden follower spikes, engagement anomalies), audience overlap and geography, ER% consistency over 30/90 days, median/min/max views, and reachability estimates. Semantic relevance and past-brand tags reduce false matches. Results flag suspicious accounts for you to exclude.