We stitch together signals from Instagram, YouTube and TikTok over the last 30 days — growth patterns, ER spreads, sudden follower spikes, geo/language mismatches and odd share/like ratios. Suspicious profiles get flagged, audience authenticity scores appear in the profile, and you can filter or remove risky creators in seconds.