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After the AI entry file goes online, the number of references has not increased, first distinguish between the two steps of crawlable and citable references

📅 2026-11-01 👁️ 0

After the AI entry file goes online, the number of references has not increased, first distinguish between the two steps of crawlable and citable? How should it be divided: The crawlable check is whether the file and page can be read, and whether the content read is the latest; The citable check is whether the paragraph itself can be taken separately as an answer. The criteria for the two steps are different, and only doing the first step will not lead to an increase in references.

What layer does the entry file solve?

The entry file (llms.txt) for a large model site is used to clarify the structure, key pages, and usage of the site, equivalent to providing a navigation for the model to retrieve content. It does not change how the model determines whether a sentence is worth citing, nor does it replace the quality of the page itself.

This kind of ability in the background is grouped with GEO: the site will automatically generate and maintain this file according to the list of modules (modules), and manage a section for site maps and link promotion. Viewing them as the same thing can lead to a misjudgment of 'going online but not having an effect'.

Adoption rate and citation effect are two different things.

The public measurement aperture can indicate how low the expected value should be: Only 10.13% of nearly 300,000 domains analyzed have this file; the same study also points out that it does not affect how the AI system views or refers to your content. That is, having the file is just a step into being 'discoverable', whether you get a citation depends on what comes later.

Clearing this matter up can save a lot of rework: Expecting a file to bring an increase in citations is like compressing two layers of problems into one.

How to verify the crawlable

First, look at the crawling surface: Can the entry file and target page be directly requested, and is the returned content the latest version; Are the paths blocked by the robots rules; Is the crawler used by the server blocked outside the door.

Then, look at the coverage: Has the new page entered the file and sitemap, and have any invalid addresses been left after the historical page is renamed or merged. The failure characteristic at this level is that it can obtain old content or cannot obtain it, rather than obtaining it but not citing it.

How to verify the citability.

Frequently, it is a paragraph rather than an entire page that is taken away, so the determining element is within the section itself: a paragraph answers only one question, the title is written as the user might ask, the key conclusion appears at the beginning, and can be understood out of context. Conversely, it is difficult to be quoted separately if the conclusion is buried in the middle of a long paragraph or if the entire section only discusses the background without providing an answer.

Leave a fixed period to review: retrieve which answers you have taken and which have not been taken according to the question list, and then decide which sections to change, which is easier to sustain than a one-time face-lift.

Common questions

Should the entry file be maintained?It is required, it is very cost-effective, responsible for clarifying the site structure, but do not expect it to replace references alone.

Should we modify the file first or the content?First confirm that the crawling is accessible, then modify the writing style of the sections; if the crawling is not accessible, changing the writing style is equivalent to changing nothing.

How long will it take to see the effect?The crawling aspect can be verified within a few days, the citation aspect should be viewed on a periodic basis, and do not draw conclusions based on a single observation.

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