We cross-check recent engagement patterns, follower growth, and audience geography against platform-normalized baselines (ER%, views, posting cadence). Semantic signals, duplicate/fake-account markers and sudden spikes flag anomalies. The system then scores reachability and fraud so you see likely-real audiences before outreach.