We run multi-layer audience verification: semantic analysis of bio/content and hashtags, engagement consistency vs one-offs, follower growth patterns, reachability signals and audience-market breakdowns. Metrics (ER, views, cadence) are normalized and flagged to reveal likely bot spikes, poor reach, or inorganic follower boosts.