First, the conclusion is that the work must be based on real, public and verifiable facts, not on additional labels or repetitions of keywords to obtain a stable reference. Around “How to build an enterprise fact bank that can be verified by AI?” the first step is to put the establishment of an enterprise fact bank that can be verified by AI back into a complete process of “fact-based evidence and content management.” The business fact bank is a standard set of information that has been confirmed by the person in charge. It should distinguish between legal subjects, brands, products, people, addresses, authentication, parameters and conditions of service, and the source and validity of each fact. This means that the page must be clear to the user, as well as allow the grabper to obtain the same information and retain the source, condition and time for updating.

Generable search requires the authentication of information from a public page. Google emphasizes that useful, reliable, and user-centred content remains the basis, and does not require the website to be changed to a special language for AI, nor does it guarantee that the use of a certain document or tag is quoted. For example, on an existing B2B page, the old version is retained and only adjusted to " Synchronize Standard Values to the Web page and Schema" and to keep the rest unchanged. If improved access and citation are not changed but the valid queries remain unchanged, the need to check the page and the sales acceptance, rather than to continue adding articles.
The list of fields is created and the responsible person is appointed to confirm that the underlying information is not conflicting; the standard values are then synchronized to the web page with Schema; and the review is triggered by the validity period.
Check if the page, download and third-party information are using the same facts and record the time of conflict recovery.
What needs to be avoided is that an unrecognized statement of sales is included directly in the factual database, which allows errors to spread over multiple pages. Moreover, when it comes to customer information, business secrets, certifications and prices, it should be made public with the approval of the corresponding official.





