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The eight questions
- When you type your most important customer questions into ChatGPT, does your company get mentioned?
- Does your website state, in structured data a machine can parse, what your business is, where it is and what it does?
- Are your business name, address and phone number written identically on your site and on every directory that lists you?
- Does each service you sell have its own page with at least one paragraph a person could quote?
- Do you answer, in plain sentences on your site, the questions customers ask before they buy?
- Can an AI crawler read your site, with no bot wall, no login, and the text in HTML rather than in images or scripts?
- Do you show reviews or ratings on your own site, with the platform they came from?
- Does your site publish an llms.txt that tells AI crawlers what it is about?
The test needs JavaScript. Without it, answer the eight questions on paper: a yes is worth 12.5 points, a partly 6.25, a no nothing, out of 100.
What each question stands for
| The question is about | What the audit counted | The fix |
|---|---|---|
| Being named at all | 14.9% of 9,240 businesses named on one Claude question each | The free visibility check |
| Business markup | 17.8% of sites had no schema.org markup at all | The GEO checklist |
| One name, address and phone | 43.1% inconsistent across their own three main pages | The consistency audit |
| A page per service | Not counted directly; it is the page the answers below live on | The answer page template |
| Questions answered on the site | 61.5% had no question-and-answer content of any kind | The answer page template |
| A site a crawler can read | 7.2% served our crawler a challenge page instead of the site | The crawler access check |
| Reviews on the site | 64.7% showed a crawler no review signal | Reviews as an AI signal |
| An llms.txt file | 63.6% had none; it is a proposal, not a standard | The llms.txt template |
How to read your score
Seventy or more means the basics are in place, as far as you can tell from the inside. Forty to sixty-nine means some are, and the three fixes the test lists are where to start. Under forty means an assistant would find the site hard to read, and the three fixes matter more than anything else you could do this month.
Either way, the score is what you told the test about your site. It cannot tell you whether the assistants actually name you; only asking them can. The free visibility check does that: a person puts your buyers' questions to an AI assistant, Claude with live web search, and sends a written result within 48 hours.