We run semantic scans of channel titles/descriptions/transcripts, then validate audiences with fraud detection, engagement-rate normalization (L30D), median/min/max views, audience geo/language and gender splits, plus reachability fields—so when you shortlist the best roblox youtubers you see verified, comparable signals in one view.