We run layered checks: audience sampling for suspicious follower patterns, engagement consistency over 30/90 days, growth-rate anomalies, geographic/language mismatches, and topic alignment via semantic analysis. Combined fraud flags and audience verification scores surface risky creators so you can shortlist reliably.