We flag inauthentic subscribers and engagement by combining audience-signal checks and performance inconsistencies over the last 30 days - sudden spikes in subscriber counts, abnormal view-to-subscriber ratios, low reachability, skewed gender/geo mixes, irregular posting-response patterns, and engagement that fails consistency checks.