Fraud scores and audience verifications use multi-signal checks - engagement patterns, subscriber growth, activity recency, and audience overlap - normalized over the last 30 days. They flag likely anomalies and low-reach subscribers, giving a reliable risk signal for shortlist decisions, but not a binary guarantee of fraud.