Product guides
What an AI visibility score measures
An AI visibility score estimates structural readiness for assistant recommendations — crawl access, entity clarity, and answer coverage — not a guarantee that a model will name you tomorrow.
An AI visibility score estimates how ready your site is for AI assistants to understand and recommend you. VisibleMax aggregates crawl signals, entity clarity, and answer-coverage readiness from observable site evidence. It does not claim private access to model weights or guarantee a specific mention.
Dimensions
Crawl signals: robots rules, AI user-agent access, sitemap, and machine-readable entry points like llms.txt.
Entity clarity: consistent product naming, category framing, and disambiguation across key pages.
Answer coverage: readiness for comparison and recommendation-style prompts in your category.
How to use the score
Treat findings as a prioritized work queue with evidence. Fix, rescan, and re-probe the same buyer prompts to prove deltas.
Methodology details live at /research. Start your 7-day free trial from the VisibleMax homepage.