We run multilayer checks: engagement normalized over the last 30 days, follower-growth trends, view distributions, posting cadence and audience markets. Semantic-audience signals, fraud detection and lookalike comparisons flag inauthentic patterns so you see a reliable ER%, reachability and audience makeup fast.