When we published our study of which Dominican businesses AI assistants recommend, the question we got most often was not about the rankings. It was simpler: how does ChatGPT even know my business exists?

For most Dominican businesses, the answer is your Google Business Profile. Not your website, not your Instagram, not a directory you paid for. The listing you probably set up once, years ago, and have not opened since.

That listing is the single largest source of what a machine believes about you. Here is what ours taught them, and what the mistakes look like.

What we actually measured

Across eight queries, four AI assistants and sixteen runs, 117 distinct Dominican service businesses were named in AI answers. We then verified every one of them by hand against its own website, its Google listing, an industry register or local news.

The results on accuracy:

• 85% had a website of their own

• 25% had their name rendered inaccurately by at least one assistant

• 12% had their location stated inaccurately

• 7 could not be verified to exist at all

• 1 had permanently closed

Those last two numbers are the ones to sit with. Six percent of the businesses an AI confidently recommended could not be shown to be real, and one was a business that had shut its doors. We wrote about the closed one in detail here.

Your name is not as fixed as you think

The single most common failure was not invisibility. It was being named wrong.

One immigration firm appeared across our runs under three different names: the firm's short name, the short name plus "Immigration Services", and the short name plus "& Associates". Another appeared both with and without "Attorneys at Law" attached. A third turned up with and without the "Abogados" that is part of its registered name.

To a human reader these are obviously the same business. To a search system they are three strings, and the signal that should be concentrated in one entity gets split across three. If you are trying to work out why you appear in one assistant's answer and not another's, this is a likely culprit before anything to do with content or rankings.

Here is the part that matters for a Dominican business specifically. The worst name accuracy in our entire dataset was on the Spanish-language query, where 5 of 13 businesses — 38% — had their names rendered inaccurately, against 25% overall. Accents, tildes and the ñ get dropped, transliterated or guessed. If your registered name contains them and your Google listing spells them one way while your website spells them another, you are feeding the machine two versions of yourself.

What the listing teaches, field by field

Google's own documentation on AI features says to keep your Business Profile information up to date. That is the entire guidance, and it is doing a lot of work. In practice, each field teaches something specific.

Your business name teaches the string the machine will use to refer to you. Spell it exactly as it appears on your signage, your website and your invoices. One spelling, everywhere.

Your category teaches what kind of question you are a candidate answer for. A spa listed as "Beauty salon" and a spa listed as "Day spa" will surface for different questions. Pick the primary category that matches the thing people actually search for, not the one that sounds most impressive.

Your address and service area teach where you are. Twelve percent of businesses in our sample had their location stated wrongly by an assistant. If you serve Bávaro from an office in Punta Cana village, the listing is where you say which is which.

Your website field teaches where the authoritative version of you lives. In our data, businesses with their own website were named 2.52 times on average against 1.50 for those without — roughly a 40% difference. And in our restaurant study, 22% of businesses had a website or menu link that was dead, expired or a placeholder. A broken link in this field is worse than an empty one, because it teaches the machine something false.

Your hours teach whether you are open. A business whose listed hours have not been touched since 2021 is a business that may be reported as closed.

Your reviews and photos teach that you are a going concern. The seven businesses we could not verify had, in common, almost no independently verifiable trace.

Most businesses get one mention, from one platform

Of the 117 businesses named, 50 were named exactly once across the whole study. Only one business was named ten times.

That distribution is worth understanding, because it tells you what you are competing for. Appearing in an AI answer is not a steady state you achieve and hold. For most businesses it is a single appearance, on one platform, for one phrasing of one question, in one run. The businesses that appeared repeatedly were the ones with a consistent name, a working website, an accurate listing and enough independent trace for a machine to cross-check them.

None of that is a trick. It is the same boring consistency that makes you findable to a human.

The uncomfortable part: you cannot verify what it learned

You can check your own listing in a few minutes. What you cannot do is see what any assistant concluded from it.

We found run-to-run overlap averaging 0.63 across the study, and one platform swapped half its list between two runs minutes apart. That means a single check of "am I in ChatGPT's answer" tells you close to nothing. We wrote the methods argument for this separately, and it holds here: anyone selling you an AI visibility score from one reading is selling you a coin flip.

What you can control is the input. Your listing is the one part of this system you own outright, edit directly and see the current state of.

What to do this week

The whole job is about twenty minutes, and it is the highest-return twenty minutes available to most Dominican businesses. We have a full walkthrough here, but the specifically AI-relevant parts are these.

• Write your business name exactly once, and make it match your website, your signage and your social accounts. Including the accents.

• Click the website link in your own listing, on a phone, and confirm a working page loads.

• Check your primary category is the thing people search for.

• Confirm your hours, including holiday hours, are current.

• Make sure the page the link points at states your name, your city and what you sell as readable text. Not in an image, not in a PDF.

That last point is the one people skip. Google's AI guidance says important content must be available in text form. A beautiful page where the services are set in a designed graphic teaches a machine nothing at all.

Why we keep saying listing first, website second

It would be better business for us to tell you the website is the answer. It is what we sell.

But in our restaurant study, 98% of businesses had a Google Business Profile and only 16% had a usable menu on a site they controlled. The listing is the front door almost every Dominican customer and every AI assistant actually uses. Fixing a front door that points nowhere costs nothing and changes what the machine knows about you immediately.

The website matters — our own data says businesses with one get named 40% more often. But it matters as the thing your listing points at, and a listing pointing at a dead link is the most common version of this problem we find.

We publish the research behind these posts, including the parts that cut against us. If you want someone to go through your listing and the page behind it with you, DR Web Studio works with businesses across the Dominican Republic — contact us for a free consultation.

A disclosure

DR Web Studio appears in the dataset described above, because one of the eight queries was about Dominican web design companies and our own business was named. We have said so in every post built on this study, and the raw figures are published so anyone can re-cut them without us.