Named share: the headline measure
Named share is the number of countable saved answers that name your business, divided by all countable saved answers. If AI names a business in 7 of 28 countable answers, its named share is 25%.- Every saved repetition counts. An engine may be asked the same question more than once, and each saved answer counts on its own. There is no majority vote.
- A link to your website on its own does not count as your business being named in the answer.
- Missing or incomplete evidence is left out, never counted as a no.
The AI Visibility score
Reports, the scan API and the MCP server also return an AI Visibility score out of 100. It is an older weighted diagnostic score. It is not a percentage of AI recommendations, and it cannot be converted into a named share. Its scoring basis: being named in the answer prose counts in full toward your visibility score. A positive result recorded only as a list entry, citation or source title counts half. Older results without this distinction retain their recorded scoring basis. Public surfaces describe the score with three bands:
The scan API also returns a verdict of
present, weak or absent.
AI Readiness
AI Readiness (out of 100) is how well your website itself is set up to be understood by AI, measured from the site alone. It is composed of five site signals: Citability (quotable content), E-E-A-T (trust and credibility), Technical (site health), Schema (machine-readable business facts) and Platform (AI-ready setup). A signal that could not be verified, for example because the page could not be read, the site is a JavaScript shell, or robots.txt was unreadable, is left out of Readiness rather than scored zero. Which signals count can therefore differ from scan to scan, and each report states the share each signal carries. See AI Readiness and Footprint for the detail.Footprint
Footprint (out of 100) is the separate off-site score: Wikidata and Knowledge Graph entity, Google Business Profile, brand mentions, search demand and referring domains. It is scored beside Readiness, not inside it. The free scan does not measure Footprint, so it shows as not measured rather than zero.Why the results diverge
Site checks explain what to work on. Crawler access, readable content, business facts, structured data and independent mentions are separate checks. They are not extra percentages of AI recommendations, and an older weighted score cannot be converted into a named share.High Readiness, low named share
You can be highly ready yet still rarely named: a well-built site the engines do not yet know or trust. Review the sources saved with the answers to find the independent places where buyers, and engines, could find you.
Low Readiness, high named share
The engines name you, but your own site is not making your business easy to understand. Make your name, services, locations and contact details clear and consistent, and check what a crawler receives.
The results side by side
Read, fix, measure again
1
Measure: areyoufoundbyai.com
Run a scan to see which engines named you, who they named instead and the words behind each result.
2
Diagnose: site checks
Your AI Readiness signals and Footprint show which checks need attention. The fix plan orders the work.
3
Fix and measure again
Apply the fixes from your report. Pro re-measures your pinned buyer questions on the schedule you choose, so you can compare the same questions and engines over time. Keep changes in coverage separate from changes in results.