We run multiple checks: audience composition vs. expected demographic signals, engagement consistency over the last 30 days (vs. one-off spikes), subscriber growth patterns, reachability signals, and semantic relevance of content. Combined fraud score flags likely bots, inorganic spikes, and suspicious audience markets.