We rank creators by recent 30-day ER%, median views, growth%, posting cadence, audience gender/geo/language, fraud-detection signals, and semantic relevance to fitness keywords. That composite filter identifies top female Instagram fitness influencers whose audiences are reachable, consistent, and campaign-ready.