The assistant gives one name, and it read your Google listing before it chose
Ask ChatGPT, Gemini, Perplexity or Grok for a dentist in your city and you get a name, not a list. We checked what those answers are built from. In every one of the four, the Google listing comes first and the reviews come next. The exception is real estate.
So the work that puts you in an assistant’s answer is mostly work you can see: the listing, the reviews, and the pages about you on sites you never signed up for. What we add is the asking, every month, with screenshots. Start with the free check.
4 assistants·2 questions·once a month
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Send the link to your listing. Nothing else.
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What we found in four assistants
We asked the two questions a customer asks: about a business by name, and for the best business of its kind in a city. Six kinds of business, three languages, eighteen runs in Perplexity, and the same questions by hand in ChatGPT, Gemini and Grok.
| What the answer was built from | Where it came in the answer |
|---|---|
| The Google listing: name, category, hours, photographs | First, in all four |
| The reviews, and the answers to them | Second, in all four |
| Directory pages and review sites about the business | After that |
| The business’s own website | After that, and not always |
Seventeen of the eighteen Perplexity runs came back this way. The one exception was real estate, where the agent’s own name and reach came first.
Where the answer comes from
An assistant does not rank you. It reads, and then it writes a sentence. What it reads is whatever is public and consistent: the listing, the reviews, the directories that copied your address, and a website if it says the same thing as everything else. When those disagree, the assistant picks one, and you do not get to choose which.
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That is why this is not a separate discipline with its own tricks. It is the same listing, read by a different reader, plus the pages you do not control, which are the ones the reader trusts most because you did not write them.
What visibility means here
Whether assistants name your business when someone asks, and which pages they took the answer from. It is not a position and not a score. It is measured by asking and recording, which is why it comes with screenshots rather than a number you have to trust.
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It also changes between assistants and between months, because they read different sources and read them at different times. One answer on one day is an anecdote. The same two questions, in more than one assistant, on the same date every month, is a measurement.
What the monthly work is
| What is done | How often |
|---|---|
| The two questions, asked in each assistant, recorded with screenshots | Once a month, same date |
| The pages each answer was built from, listed | Once a month |
| Directory and review-site pages about you, corrected where they disagree | Every month |
| The listing: categories, hours, photographs, posts | Every month |
| Reviews, read and answered | Every week |
Four of the five lines are the same work as on the map. The first line is the part that is new, and it is the part that tells you whether the rest is working.
What arrives
Two answers per assistant, with the date, the sources each answer named, and a screenshot of each. Where a source is a page you do not control and it is wrong, the report says what is wrong and what was done about it. Where a source is your listing, the report says what changed on it that month.
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The second month is the first comparison: which assistants named you, which stopped, which started, and what they read differently.
What this costs
On its own, the AI citation measurement is two and a half hours and 300 €: the two questions in each assistant, recorded with screenshots and the sources named. It is also step five of the full audit, inside the 960 €, and a line in every monthly report, inside the 1 200 € a month for one location. What is not sold separately is the work that moves the answers, because that work is the listing and the pages about you, which is what monthly care already is.
Postpaid. You pay after the month, there is no prepayment and no minimum term.
Three things we will not do
We will not promise that an assistant will name you. We can show what it named, why, and what changed, and that is all anyone can honestly show.
We will not write pages for machines. Text made to be read by an assistant and not by a person is the fastest way to be read by neither.
We will not put your name on directories you do not belong in. Consistency is what the assistants trust, and a listing on a site that has nothing to do with you is the opposite of consistent.
Questions
what is ai search visibility
Whether assistants name your business when someone asks, and which pages they took the answer from. It is not a position and not a score. It is measured by asking and recording, which is why it comes with screenshots rather than a number you have to trust.
how to rank in chatgpt
There is no ranking in ChatGPT to climb; there is an answer, built from what it read. For a local business it reads the Google listing first and the reviews second, in our runs, so the listing being complete and the reviews being recent and answered is most of the job. The rest is the directory pages about you saying the same thing as the listing.
how to improve brand visibility in ai search
Make every public page about you agree: name, address, category, hours, what you do. Assistants trust consistency, and they trust pages you did not write more than pages you did. Then ask the two questions every month and change what the answers show you.
how to appear in ai search results
There is no trick. An assistant answers from the pages it can read about you, so the work is making those pages current, consistent and plentiful enough to be worth quoting, including the ones you did not create. What breaks it is contradiction: two addresses, two phone numbers, two sets of hours.
llm seo agency
One that shows you the answers and the sources, with the date, instead of a score. Ours sells the measurement on its own at 300 € for two and a half hours, includes it as step five of the 960 € audit and as a line in every 1 200 € monthly report, and publishes the hours next to each price.
What visibility in assistants costs
300 € on its own, for two and a half hours: the two questions in each assistant, with screenshots and sources. Nothing on top of the audit or the monthly care, because it is inside the 960 € audit and inside the 1 200 € a month. The work that changes the answers is the listing and the pages about you, which is what monthly care already is.
how long does it take to rank in chatgpt?
Longer than the map, and nobody can give you a number honestly, because each assistant reads its sources on its own schedule. What we can give you is the first pair of measurements: the answers this month, and the answers from the same questions a month later, with what each assistant read differently in between.
how to monitor ai search visibility
Ask the assistants the two questions a customer asks: about your business by name, and for the best business of your kind in your city. Record which pages each answer was built from. Repeat it on a fixed date every month in more than one assistant, because they read different sources. That is step five of the method, and you get the screenshots.
do brand mentions impact visibility in ai search?
Yes, when they are consistent, and they hurt when they are not. A directory page that names you with a wrong address is a mention, and it is the kind an assistant may read before your listing. The work is not collecting mentions, it is making the ones that exist agree with each other.
Free check
See what the assistants read about you
Send the link to your listing. Nothing else.
In writing, within 24 hours. No account access.