We rank creators by semantic relevance, audience verification, and normalized performance. Inputs - content context, hashtags, audience geo/gender/language, ER% (L30D), views, growth, posting cadence, and fraud signals. The resulting list surfaces the top nyc influencers 2025 by verified reach and engagement.