We combine behavioral and audience signals from the last 30 days. We flag bots and low-value accounts via engagement consistency, follower growth spikes, view distributions, audience geos, language splits, and reachability. Semantic checks on bios/hashtags help too. Results show fraud risk, likely genuine reach, and ER context.