We run multi-layer checks: engagement-normalization over the last 30 days, audience-behavior signals, fraud detection heuristics and reachability filters. Semantic matching and audience breakdowns (gender, geo, language) flag suspicious patterns so you see clean ER%, growth, and who actually sees the content.