We run layered checks on recent activity and audiences - rolling L30D engagement patterns, sudden spikes in likes/views, follower growth anomalies, and consistency vs. one-off posts. Semantic audience signals, geo/language breakdowns and engagement-to-follower ratios flag likely fake interactions before you shortlist.