We cross-check recent activity patterns, view-to-follower ratios, sudden follower spikes, and engagement consistency over the rolling 30‑day window. Semantic content matching and audience-location/language filters flag mismatches. Results feed our fraud score and engagement diagnostics so you see likely fake accounts, bot-driven spikes, and reachability risks at a glance.