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