We run layered checks: detect anomalous spikes and bot-like patterns in recent 30-day activity, cross-verify follower geography/language against profile signals, score engagement consistency (ER, views, shares) and audience reachability, and flag suspicious behavior. Results feed fraud scores and audience-quality diagnostics.