Why doesn't ChatGPT recommend my site?

The usual reasons a site never gets mentioned

• AI crawlers are blocked or partially blocked in robots.txt, so the content was never fetched.
• The main content only appears after JavaScript runs, so the fetched HTML is nearly empty.
• The page never states plainly what the company does, for whom, and where — so a model cannot match it to a question.
• No structured data confirming the organisation, product, or author identity.
• Content is written as brand narrative rather than as answers to the questions people actually ask.
• Few third-party sources describe the business, so models have little corroboration to draw on.

Why competitors get named instead

Assistants assemble answers from the material they can retrieve and verify. A competitor with a clear description, consistent naming, comparison pages, and pages that answer the exact question tends to be an easier source to quote — not necessarily a better product.

That gap is measurable. The LLMao scan reports the same categories for your site and for the competitors it detects, so you can see which specific signals they have and you do not.

What to fix first

• Confirm crawler access and that your HTML contains your content without JavaScript.
• Add a plain-language description of the business near the top of key pages.
• Publish Organization and Product structured data that matches the visible content.
• Create pages that answer the questions prospects ask, in question-shaped headings.
• Keep naming, category words and claims consistent across your site and profiles.

What LLMao checks for chatgpt readiness

These are real tests from the LLMao methodology — the same ones that run in every scan, covering Technical Accessibility, Entity Definition, Content Structure, Authority & Trust Signals.

The same scan also examines readability, schema.org markup, citation & source quality, content freshness — you always get the complete report. See the full methodology.

Frequently asked questions

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