We run multi-signal audits: semantic content checks, engagement pattern analysis over 30/90 days, follower growth anomalies, audience composition (gender, geo, language) and reachability filters. Combined with fraud scoring and outlier detection, this flags inorganic follows, bots, and one-off spikes so you see trustworthy creator fits.