We run multi-layer checks: audience geography, language and gender splits, engagement consistency versus one-off spikes, subscriber growth patterns, view distributions and bot-like activity. Semantic content signals and fraud-detection heuristics flag suspicious cohorts so you see % of subscribers likely to be real and reachable.