We combine semantic content analysis, audience audits, and performance guardrails. AI reads bio, captions, transcripts. Audience snapshots check age, gender, geography, and reachability. Engagement, fraud detection, ER% and recency filters ensure the top kids influencers show real parent audiences and consistent visibility.