Lookalike searches rank creators by comparing meaning-based content signals (themes, tags, transcripts) and audience traits - engagement patterns, growth, geo, language, gender, age and reachability - then score similarity versus a seed handle, surfacing creators with matching audiences, themes and clean fraud/engagement profiles.