We run multi-layer audience audits and fraud filters - bot/ghost detection, abnormal engagement spikes, subscriber growth anomalies, and audience-market checks (gender, countries, language). We surface reachability signals, percent-of-subscribers-likely-to-see, and filter by ER, recency and view consistency to flag risky profiles.