How AI Reads
Three layers to becoming a company AI can read.
GPTBot, ClaudeBot, PerplexityBot crawl the site. Getting into AI at all is the starting point.
Hours, menu, location — encoded as JSON-LD and llms.txt, machine-readable. AI can cite them without guessing.
Travelers ask AI in their own language. Prepared in Japanese, English, and Chinese, you become the answer to more of those questions.
Multilingual × AI Visibility
In the traveler's own language, you become the answer.
An Honest Distinction
"Readable" and "recommended" are not the same.
We measure the two separately — because a company that conflates them can dress up what it built as a result it earned.
Structured data. Crawler access. Multiple languages. We can build this ourselves — which is why we can promise it.
The result of a live test across 3 engines × 3 languages. Not something you can build — only something that shows up — so we measure it honestly, every month.
Our Score · Diagnostic Metrics
We don't hide the score.
The GEO score is one deterministic ruler, 0 to 100. We publish the methodology, the weighting, even our own score. Would you trust a company whose builder hides its own number?
Scoring Criteria
Five inspection stations.
Can AI crawlers get into the site (robots.txt / llms.txt)
Is business info and the menu machine-readable via JSON-LD
Are Japanese, English, and Chinese — and hreflang — correctly set up
Is the content specific and fresh enough that AI wants to cite it
Were you actually named — tested across 3 engines × 3 languages
Detailed scoring criteria and pass/fail examples for each station will be published on a rolling basis.