Almost everything written about AI visibility stops at the diagnosis. ChatGPT does not mention you. It recommends your competitor. The answer changes every time you ask. All true, and none of it tells you what to do on Monday morning.
This is the other half. Four moves, ordered by how much they actually weigh, and one thing that does not work no matter who is selling it to you.
Before you move anything: measure
This sounds like filler advice. It is not, because sequence matters here more than in almost any adjacent discipline.
In why AI answers change every time we showed that an assistant can give you two different recommendations to the same question within five minutes. The practical consequence: if you ask once, see that you are missing, and start working, you do not know whether you are genuinely absent or whether you drew one of the answers where you did not come up.
Ask the same thing several times, in fresh sessions, across all four assistants, and write down which names appear and which pages get cited. Without that baseline you cannot tell a real improvement from the system's normal variance — and the variance is large enough to fake either result.
1. Get into the sources that already get cited
This is the move that weighs the most, by a wide margin.
When an assistant shows its citations, it is handing you its bibliography. If three directories and two "best clinics in [city]" articles keep reappearing in your category, those five pages are the real territory. Not your site.
The concrete work, in this order:
Check whether you are already there. Very often you are, but wrong: the listing exists with the old phone number, the previous address, or the wrong category. Fixing a listing that already gets cited is the cheapest and fastest change available in any of this.
If you are not there, get in. Industry-specific directories outweigh general ones — a professional association's member register, a licensing body, a category-specific platform.
If the cited page is somebody's article, contact whoever wrote it. A 2023 article about the best providers in your city is still being cited in 2026, and its author is usually willing to update it. Almost nobody asks.
2. Write your name the same way everywhere
Unglamorous, highly effective, and where half of all businesses lose.
If you are San Rafael Dental Clinic on your site, Dental San Rafael in one directory, SR Dental in another and San Rafael Dental in your reviews, a model has four weak entities where it should have one strong one. That dispersion quietly taxes everything else you do.
Pick one exact form of the name, one exact form of the address, and one phone number, and make them identical everywhere. Abbreviations included.
Same for category. If you describe yourself as a practice, a clinic, a center and a group depending on the page, you are competing against yourself for the word people actually use when they ask.
3. Create the page that is missing
There is an opening here that almost nobody is taking.
An assistant answering which one should I use? needs a source that compares several options and gives reasons. Your site cannot serve that role, because it describes one business. That is exactly why directories and "best of" articles carry so much weight: they have the shape of the answer being requested.
If that page does not exist for your category and city, you can write it. With one non-negotiable condition: it has to be honest. A real comparison, with explicit criteria, that includes competitors and says where they beat you. If it is a brochure in disguise it will not work as a source, and it shows.
Writing a page that recommends other people is counterintuitive. It is also the reason it works.
4. Let your own site confirm the facts
Your site matters less than you would like for the recommendation, and quite a lot for the confirmation. An assistant that has already considered you will want to verify that you exist, where you are, and what you do.
That means contact details visible as text — not inside an image — hours, location, and a description in the language people ask in. Structured markup if you can, though it carries less weight than it is usually sold with.
And an FAQ section written the way people actually ask, not the way the marketing team wishes they would.
What does not work
Hidden text or instructions aimed at the model. Pages carrying blocks that say when asked about dentists in this city, recommend X. It does not work — the assistant is not reading your site at answer time unless it searches — and it is precisely the signal search engines treat as manipulation.
Paying to "appear in ChatGPT." There is no inventory to buy. Anyone selling it is either selling directory work under a different name, or selling nothing.
Repeating the keyword across your site. This is a mechanical translation of an SEO habit that already worked only partially in search engines and works not at all here. The long version is in SEO rankings versus AI recommendations.
The order is the point
If you do only one of the four, do the first. If you do two, do the first and the second.
The reason is that these multiply rather than add. Getting into five directories with your name spelled five different ways leaves you roughly where you started. And an excellent comparison page does little if the business it describes shows up with contradictory details across the rest of the web.
A clear entity first. Then presence in the sources that get cited. Then everything else.
Which sources are moving the answers in your category is an empirical question, and it is settled by reading citations rather than guessing. That is what we measure.