We cross-check audience signals and content patterns across Instagram, YouTube and TikTok. We validate geo via follower location distributions, language, and city-level clusters. Engagement consistency, growth trends, view distributions and semantic matches flag anomalies. Fraud scores and reachability filters highlight risky profiles.