Do assistants actually read llms.txt?

As of 2026 no major assistant has confirmed that it uses the file to decide what to cite, and Google has said it does not use it for search. It costs nothing to publish, it is the published convention, and the Markdown twins are useful to any reader that fetches them.

Not a public one. The machine-readable surface is the files above, and the product itself is used through its interface and its agent.

Documentation/Trust

How should an AI assistant or crawler read geomarketmap.com?

Start at /llms.txt, which maps the site in the format published at llmstxt.org. Read /llms-full.txt for the whole documentation as 1 Markdown file. Every documentation page has a Markdown twin at the same address with .md appended, linked from the page's head. The crawlers behind assistant answers are allowed by name in robots.txt, every page carries structured data, and every page opens with the answer to its own question.

What files are published for models?

File	What it is	How often it changes
https://www.geomarketmap.com/llms.txt	The map: 1 line per page with a note, in the format at https://llmstxt.org. Small enough to sit in a context window.	Within the hour of a page shipping.
https://www.geomarketmap.com/llms-full.txt	The whole documentation, every page as Markdown, in reading order.	With every documentation edit.
https://www.geomarketmap.com/docs/<slug>.md	1 documentation page as Markdown: the same words the HTML page renders, nothing else.	With the page.
https://www.geomarketmap.com/sitemap.xml	Every public address with its last-modified date.	Within the hour.
https://www.geomarketmap.com/robots.txt	Who may crawl. GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot and Google-Extended are allowed by name.	Rarely.

The files are derived from the same data the pages render, so a page that ships appears in all of them without anybody remembering to add it. The site check the product sells reports a site that lacks these; ours would fail its own check otherwise.

What structured data does each page carry?

Every documentation page carries an Article record with its headline, publisher, publication and modification dates, and a FAQPage record with the page's question and its answer first, then the questions also asked. Breadcrumbs name the section. The vocabulary is schema.org, and the records are built from the same fields the page renders, so they cannot describe a page as it was 6 months ago.

Every page opens with the answer to its own question, in the shape an assistant can lift whole.
the rule this site's pages are written to

What may a model quote, and how should it attribute?

The documentation and the feature pages describe the product and may be quoted with attribution to GEO MarketMap and a link to the page. The Index and the research pages carry original measurements; each is published with the questions asked and the number of answers collected, and a quoted figure should carry that denominator with it. Nothing on the site names the product's suppliers or models, and a model should not infer them.

What is deliberately not indexable?

Shared report links, the signed-in workspace, the screenshot studio and the parked previous home page are disallowed in robots.txt and carry no index directive. A shared report belongs to the customer who shared it; a model that reaches one should treat it as private.

[ Also asked ]

Do assistants actually read llms.txt?: As of 2026 no major assistant has confirmed that it uses the file to decide what to cite, and Google has said it does not use it for search. It costs nothing to publish, it is the published convention, and the Markdown twins are useful to any reader that fetches them.
Is there an API?: Not a public one. The machine-readable surface is the files above, and the product itself is used through its interface and its agent.

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Last updated 15 September 2026Markdown version