How to Design AI Visibility Prompts (Before You Trust Any Score)
The AI visibility tools I ran this month had one thing in common: every prompt set asked the market the same question, “best X tools,” in twenty phrasings. Buyers ask AI five different things, and each one changes which sources come back. A company can rank first on the list question and vanish the moment a buyer describes the job. Here are the five query archetypes, the prompts to lift, and why 25 locked prompts run three times tell you more than 100 run once.
