We run semantic analysis on video titles/descriptions/transcripts to confirm PUBG focus, then validate audiences with fraud detection and engagement scoring (30-day ER, views, growth, recency). Audience geo, language and gender splits are checked and normalized so creator reachability and genuine view rates surface in one profile sheet.