We run multi-layer checks: semantic analysis of profile content and hashtags, audience demographics (gender, geo, language), rolling 30-day engagement patterns, fraud signals and reachability. We normalize ER%, views and cadence, flag one-offs, and surface % of followers likely to see posts so you can trust fit before outreach.