We run layered checks: semantic content matching, audience composition (gender, geo, language), engagement consistency vs spikes, ER% and view distributions over 30/90 days, follower-quality filters and fraud heuristics. Results flag likely bot activity and low-reach audiences so you can shortlist reliably.