We verify audiences by combining semantic profile/content analysis, fraud detection and recent-engagement signals - rolling 30-day ER%, min/avg/max views, audience gender/geo/language snapshots, and reachability checks so the black ig influencers in lists are validated for real, relevant viewers before export.