We run multi-layer checks: semantic audience signals, engagement patterns and recent-post distributions over the last 30 days; detect anomalies in ER, sudden follower spikes, unreachable audience pockets and inconsistent views; flag suspect accounts and rank creators by engagement stability, growth %, and audience-market verification.