Precision filters include creator and audience location, audience gender and age buckets, language, bio keywords and hashtags, past brand partnerships, follower tier, avg ER over 30/90 days, median views, growth %, and last-post recency. Combine semantic YT search and lookalike matching for audience-verified fits.