Resources / AI Visibility / Your Name Is in the Answer. Whose Link Is Next to It?
AI VISIBILITY
Your name can be in the answer while the link beside it points somewhere else entirely. Counting mentions gives you a number. Looking at what gets linked instead gives you a list of things to build.
By Michelle Richard • September 4, 2026
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Most owners check this the same way. You open ChatGPT, ask the question a client would ask, and look for your name. If it is not there, that is a real problem and worth fixing.
Here is the part almost nobody checks. Your name can be in the answer while the link beside it points somewhere else entirely.
Say a facilities manager asks which firms in your region handle the kind of work you do. ChatGPT names you. Good. Then it footnotes that answer with a link to a directory listing, an industry roundup, or a competitor’s blog post that mentioned you in passing. The reader clicks that link. They form their impression of you from a page you did not write and cannot change.
You got named. You did not get credited.
A search agency called DerivateX tested this across 40 business software categories. When ChatGPT recommended a specific company, it linked to that company’s own website about 12% of the time. The rest of the time the credit went somewhere else: a magazine article, a review site, a competitor’s blog, a forum thread.
In more than half the categories they tested, not one recommended company got a link back to its own site.
HOW TO READ THIS RESEARCH
Two things to keep in mind. That research came from an agency that sells this kind of work, so hold the exact numbers loosely. And it looked at software buying, not professional services. But the same thing happens in any category. When someone asks an AI tool about your field, it pulls from whatever it can find, and what it finds is usually not you talking about yourself.
“Are we mentioned” is a yes or no. There is not much you can do with either answer.
“Whose page is getting the link instead of ours” is a different kind of question. You can go read that page. You can see what it covers, how it is organized, when it was last updated, and who it names. Then you can look at your own site and spot the difference in about fifteen minutes.
That is a question with somewhere to go.
The pages that get linked tend to read like reference material rather than sales material. They compare options honestly, including options that are not yours. They name competitors. They are organized with clear headings so a reader can find the answer fast. And they carry a recent date.
Pages that only talk about how good you are do not get used this way. That describes most company websites.
The encouraging part is that you can write that page yourself. It does not take a public relations budget or a following anywhere. It takes a decision to be genuinely useful in public.
One thing to be realistic about. In some categories, outside sources have such a hold on the links that your own page will not be enough on its own. You also need to show up, described the same way, in the places these tools already look. Review sites. Industry directories. The roundup articles in your field. That part moves slower, and it starts with something simple: making sure your business is described consistently everywhere it already appears.
Change what you are watching.
Counting mentions gives you a number and a feeling. Looking at what gets linked instead gives you a list of real pages, a side by side with your own, and a short list of things to build.
SOURCES CITED
DerivateX — 40 business software categories tested; own-site links in about 12% of recommendations.
NEXT STEP
It shows you which pages are getting the link in your category, and what those pages have that yours does not.
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