We analyze the seed’s content themes, audience makeup and performance signals, then rank creators with matching semantics, demographic overlap and engagement patterns. Signals include video titles/transcripts, hashtags, audience locations/gender, ER/growth and fraud scores to surface similar, high-quality matches.