A missing citation is an observation, not a complete diagnosis. The page may be inaccessible, undiscovered, weakly matched to the question, or simply not selected in that particular answer.
Start by identifying the platform, query, date, and URL you expected to appear. “AI never cites us” is difficult to investigate without that context.
Check access first
Confirm that the page is public and that relevant crawler requests are not accidentally blocked by site or hosting rules. OpenAI identifies OAI-SearchBot as the crawler for ChatGPT search; its search and training controls are distinct.
Access is necessary for some discovery paths, but allowing a crawler does not establish that a page will be selected.
Check the actual question
Compare your page with the answer the person requested. A broad guide may be a weak source for a narrow factual comparison. A product page may not provide enough evidence for a general claim.
Read the cited alternatives. Identify what they supply: clearer definitions, direct evidence, a relevant table, current facts, or a more precise match to the decision.
Check what is distinctive
Ask what a reader would lose if your page did not exist. Rephrasing information available on many other sites gives another system little reason to prefer it. A documented method, useful calculation, or well-supported perspective can provide a more specific contribution.
This is an editorial priority, not a formula guaranteeing selection.
Measure with appropriate limits
Use available platform reporting and identifiable referral traffic. Keep prompt spot checks consistent enough to compare, while acknowledging variation in context and generated answers.
Bing’s AI Performance preview provides citation information for supported surfaces. Its data should not be described as a complete view of every AI system.
Make a justified improvement
Repair access problems, sharpen the page’s task, strengthen evidence, or improve navigation according to the diagnosis. Record the change and observe over time. Avoid repeatedly rewriting the same paragraph after one missing citation.
The SEO and AI search guide connects these checks to the broader publication strategy. Treat citations as one part of discovery and qualified readership, not the sole definition of useful content.
Co-founder and CEO of Stackmatix, startup advisor, and former Head of Sales at MightyHive. Connect with Matt on LinkedIn ↗ · More about Matt →