We cross-check creator signals and audience patterns: engagement consistency vs spikes, follower geography and language alignment, reachability metrics, and posting cadence. IQFluence flags anomalies with fraud indicators, normalizes ER/views, and surfaces audience-quality diagnostics so you can review authenticity before outreach.