We cross-check creator content and audience signals: semantic relevance, hashtag overlap, engagement vs. follower baselines, recent-post consistency, audience geo/gender/language, reachability and sudden growth spikes. Fraud flags and engagement scoring surface anomalies so you can shortlist creators with verified, lower-risk audiences.