We combine profile signals, content semantics, and audience forensics. We check last-30-day ER%, view bands, posting cadence, growth, geo/language splits, and fraud-detection flags. Creators labeled most popular teen influencers pass relevance, engagement, reachability and audience-veracity thresholds.