AI visibility
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The Doily team Team Your pages sit on page one for the searches that matter. Then you ask ChatGPT for recommendations in your category and it names other businesses, never yours. It looks like a contradiction. What explains it, and what should you check first?
The Doily team Team A Google ranking and an AI mention come from different systems, so one does not guarantee the other. Google ranks pages for a query. An AI engine writes an answer, picks which sources to lean on, and then decides which brands to name. Your page can win the first step and never enter the second.
Check these in order.
Then measure it. Run the same prompts on a schedule across more than one engine and record 3 things: whether you were mentioned, whether you were cited, and which sources appeared. That list of cited sources becomes your to-do list. Nobody can promise a mention, because answers change, but you can see exactly where the gaps are.
Doily shows mentions, citations, and cited sources per prompt and per engine, so you can set them next to your Google position.
The Doily team Team On ranking versus being cited.
Google says a page has to be indexed and eligible to show with a snippet to be a supporting link in AI Overviews or AI Mode, and it lists no other technical requirement. Both features can also run related searches, which Google calls query fan-out, so the pages that get read are not only the ones that rank for the exact query you typed.
In one Ahrefs analysis, 37.9% of cited URLs also appeared in the first 10 blocks of the results page. Ahrefs sells AI visibility tracking, so read that as one company's view of its own data. The practical point holds either way: a top position for your head term does not predict a citation, and the questions around it matter.
The Doily team Team A 10 prompt test you can run this week.
Write 10 prompts in your customers' words, not your keywords. Run each one on ChatGPT and on Google AI Overviews. For every run, write down the date, whether you were mentioned, whether one of your pages was cited, and which sites were cited instead. A spreadsheet is enough.
Run the same 10 prompts again a week later. Do not read anything into a single run. SparkToro and Gumshoe.ai had volunteers run 12 prompts a combined 2,961 times and reported a less than 1 in 100 chance of getting the same list of brands twice for the same prompt. The authors disclose that Gumshoe.ai sells AI tracking tools, so treat the result as a strong hint that you need repeated runs, not as a law.
The list of cited sites is the most useful output. Keep it.
The Doily team Team Read the cited sources like a list of places to be.
If the same review site, directory, or comparison list keeps appearing in the cited sources and you are not on it, that is a specific gap you can close. Count how many times each site shows up across your prompts, then check whether you are listed there and whether the details are correct.
Do not buy placements. Earn the listing by being a real option that fits what the list is for, and make sure your name, services, and hours match what your own site says.
AI engines can only cite what they can fetch. If a firewall or a robots.txt rule is turning their crawlers away, you could be missing for a reason that has nothing to do with your content. How do you check?
llms.txt is a plain text file at the root of a site that lists key pages for AI systems. Plenty of advice says to add one. Does it change whether AI engines mention or cite you?
You run one prompt on Monday and your business is named first. On Wednesday it is missing. Nothing on the site changed. Which answer should you believe?
