My follow ratio is off so analyze: who should I unfollow? Map my following: dead accounts, wrong niche, low-value. Show me the ratio optimization: clean following to improve perceived authority. Calculate: if I unfollowed to create better ratio, would perceived authority help growth? Give me the unfollow strategy: remove these accounts, keep these, maintain this ratio. Include: when follow ratio matters vs. when it doesn't, how ratio affects perception and algorithm, and why following thousands might be hurting you.