Use creator and audience filters: creator location, audience location, gender, age, language, bio keywords/hashtags, past brand partnerships. Add performance guardrails - follower tier, avg ER over 30/90 days, median views, growth %, last-post recency. Use semantic YouTube search and lookalike to refine matches.