We run layered checks: semantic analysis of content and hashtags, audience-market verification (gender, geo, language), engagement consistency vs recent spikes, normalized ER% and view distributions over L30D, reachability signals and follower growth patterns, plus fraud scoring to flag bots and inorganic activity before you shortlist.