Fraud and reachability scores combine multiple signals from recent audience behavior, engagement consistency, subscriber-market distribution and anomaly checks. Scores use rolling 30-day data, semantic audience verification and engagement normalization to flag suspicious patterns and estimate the percent of subscribers likely to see content.