We run a multi-step, data-driven pipeline: semantic AI scans video titles/descriptions/transcripts for basketball relevance, audience verification filters gender/geo/language and fraud risk, and performance gates screen ER%, views, growth and recency - then we rank creators into lists like top 25 basketball youtubers for campaign fit.