We analyze posting patterns, engagement distributions and audience signals over the last 30 days - ER% vs follower size, sudden growth spikes, view/like mismatches, geo/language anomalies and follower reachability. Creators with inconsistent signals or abnormal distributions are flagged for review in the profile diagnostics.