Record the observation before interpreting it

Keep the date, system used, exact question, selected language and visible source address together. Preserve the relevant answer with enough context to understand the claim; a crop showing only a brand name is insufficient. Exclude private or confidential information from the record. Distinguish an actual clickable source from a name mentioned in prose. This documents one observation. It does not establish that another person asking the same question will receive the same answer.

Follow the visible link to its final destination

Open the link as a normal visitor and record the final address. Does a cited guide redirect to a generic homepage? Is the language appropriate? Is the relevant information hidden behind a login? Confirm that the page's main content can be read. Do not label a site broken solely because one inspection tool reports an access error; check the normal browser experience as well. If the original URL has moved, review the route to the relevant current page with the technical team.

Match each claim to supporting content

In a hypothetical example, an assistant says that a workshop offers custom dimensions and links to a product category. If the category does not explain that service, there is a citation but no visible support for that particular statement. Record the answer's claim, the relevant passage found on the page and the support status. Labels such as supported, missing context and unverified can help. Do not add a service the business does not offer merely to match an AI-generated answer. Verify the underlying facts first.

Respect the scope of platform measurements

Bing's AI Performance documentation describes citation information for referenced URLs; its total citation count does not describe a page's position within one answer. Google's guidance says established SEO practices remain relevant to its AI search features, without a separate special optimisation requirement. Neither statement proves equivalent visibility across every assistant. Report source links, brand mentions and website visits as different observations. Use a separate AI referral measurement workflow when assessing traffic arriving at the website.

Fix a verified page problem rather than chasing wording

End the review with a concrete action: repair an incorrect destination, clarify a genuine service boundary, update an outdated fact or record that a claim lacks support. Keep dated evidence from before and after the change. A later review should become another observation instead of replacing the earlier one. Do not assume that editing a page will necessarily change a subsequent AI answer. In an SEO engagement, distinguish the completed page improvement from any separately observed visibility outcome. This keeps maintenance useful even when the answer itself varies or disappears.

Frequently asked questions

Does a source link prove that someone visited?

No. Showing a link, clicking it and recording a website visit are different events.

Should I immediately rewrite a cited page?

First identify a real content or access problem. Do not change accurate information just to match one generated answer.

Sources & further reading

Microsoft Bing — AI Performance in Webmaster Tools ↗Google Search Central — AI features and your website ↗
SEO & web optimisationLet’s discuss this service ↗