We run multi-layer checks on creators and audiences - engagement patterns over the last 30 days, sudden subscriber-growth spikes, view distributions (min/avg/max), posting cadence consistency, audience geography/language mismatches, and reachability signals. Flags arise when these diagnostics diverge from expected norms.