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The company introduction written in the AI abstract is different from the company's official website, which part of the content should be changed first

📅 2026-11-01 👁️ 0

AI summary company introduction is inconsistent with the official website, which part should be changed first? Arrange according to the cost of change from low to high: first change the keyword library and site description that have accumulated old statements, then change the title keyword descriptions and the first paragraph of the pages that bear the responsibility of answering, and finally push out the new criteria with links and site maps. Rewriting the full station introduction is often the third step to do, and doing it in the first step will waste a round of working hours.

The definition of generative engine optimization itself points out the work object: organizing content into a form that the system can find, understand, and be referenced. If the caliber is wrong, it is usually the input obtained in the 'understanding' link that is old.

Where does the inconsistency of caliber usually come from?

Three sources accounted for most of the cases. The first is that the old statements are indeed left on the site: the company introduction before the revision was not fully replaced by the site, and still appears on the about page, single page, or some old document, the model reads the most frequent version rather than the latest version. The second is that the description is inconsistent with the text: the title keywords describe a set of positioning, and the text paragraphs describe another set, it is easier to extract the text when extracting. The third is homonym ambiguity: the brand name has the same name as other institutions, and the information of others is mixed into the answer, this kind of problem cannot be solved only by changing the copywriting, but by improving the information density and consistency of the self-owned page.

The troubleshooting method is very direct: Check the company name, product name, and common erroneous statements on the site to see which pages are providing outdated information.

The first thing to change: Keyword library and description

The keyword library usually accumulates brand words, positioning words, and competitive comparison words, which in turn affect the generation of titles, descriptions, and anchor texts. Removing the outdated positioning words from the library and supplementing the current wording is the smallest change, as it affects the subsequent generation rather than the already published content.

Site-level description and the 'About' page description should be synchronized. When modifying, keep a sentence that can be quoted independently: the subject is the brand name, the predicate is the positioning, and it can be understood without depending on the context. This type of sentence is easier to use independently than a paragraph of promotional language.

The second section: Title keyword description and the first paragraph

Pages that bear the responsibility of providing answers usually only have three or five: the 'About' page, product overview, pricing or service scope description. Each page should be modified for two things - title keyword description (TDK) and the first paragraph.

TDK must be consistent with the keyword library, and cannot be written in different versions. AI automatic writing and automatic tagging can generate titles, keywords, descriptions, and tags when creating documents, but the generated results must be manually confirmed before publication, otherwise it will regenerate old statements repeatedly.

The first paragraph should be self-contained. The smallest unit extracted is a paragraph, not a whole page, and 'who we are, who we serve, what we solve, and who we are different from' should be compressed into the first paragraph, and the following sections should each expand a specific issue, so that no matter which paragraph the model takes, it will not get incomplete information.

How do you let the model read again after it's been modified

It is just a necessary condition to make changes within the site, and the old standards may still be in the cache and index. Send out three steps: update the site map to make the crawling priority of the changed pages clear; use link push and active push to submit the change address to Baidu and Bing to accelerate the re-crawling; set up a 301 redirect to the new hosting page for the old statements that need to be taken down to avoid the coexistence of old and new statements. Use the site-wide replacement tool first when replacing old expressions in batches, and manual page-by-page changes are prone to miss historical documents.

Ensure the rhythm of checking suggestions is fixed: review the small-scale scope issues once every two weeks, adjust the overall brand positioning according to quarterly reviews, and run the same set of queries again each time to avoid changing questions leading to uncomparable conclusions.

Common questions

Question: How long will the AI answer change after the official website is changed?

Answer: It depends on the source selection under the query, usually not immediate. You can first confirm that the new scope page has been crawled, and then look at the change trend of the same set of queries within a few weeks; if there is no change for a long time, it is most likely that external sources are still providing the old statements.

Question: Should we add a sentence 'Please take the official website as the standard' on the page?

Answer: Limited effect. The extraction system will not ignore other sources just because you declare them; what is more effective is to improve the information density and consistency of your own pages, so that outdated statements cannot be found within the site.

Question: How to align the口径 of multilingual sites?

Answer: First determine the main language version, then use full-page translation to generate other language pages to avoid each writing a version manually. After translation, still check whether the description and the first paragraph are consistent with the main language, as this is a common location where multilingual sites appear口径 differences.

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