We build audience-level twins from a seed YouTube handle – analyzing titles, descriptions, transcripts, engagement, audience locations, age/gender slices and theme signals. Then semantic similarity and audience overlap rank creators with matching topics, growth patterns, and verified audience profiles so you get Libra YouTubers whose viewers behave alike.