We cross-check semantic relevance (bio, hashtags, captions, YouTube/TikTok overlap), detect fraud signals, normalize ER% and views over the last 30 days, verify audience demographics and reachability, and rank creators by consistency, growth and brand-safe topics to assemble the top Instagram beauty influencers.