AI Gives Customers Three Names. Is Yours One?

Ask ChatGPT for a good dentist in Cape Town and watch what happens. No ten blue links. No page two. You get three names and a confident sentence about each, and the customer picks one and gets on with their day.

Everyone else in that city just lost a customer they never knew existed. No ranking drop. No angry email. Nothing in your analytics but a quiet that looks like a slow month.

So we asked a simple question. When the machines go looking for Cape Town's businesses, can they get in, and do they understand what they find?

01Fifty-one sites, one question

Last month we tested 52 Cape Town business websites for speed. This time we took the same 52 and tested them for AI. One site wouldn't load for us, so everything below comes from 51. Still no names. Still the same mix of restaurants, wine estates, dentists, plumbers, yoga studios, accountants and more.

We used our own AI Visibility tool, the same one we offer free on this site. It reads real things: the file that tells crawlers what they're allowed to touch, the raw code of each page, and the small labels of structured data that describe a business to a machine. A label like that says this is a dental practice, here's the address, here's the phone number, written for software instead of people. Nothing is guessed, and no AI is asked for an opinion.

02Everyone left the door open

Start with the good news, because there is some. Almost every site let the AI crawlers in. Only four of the 51 had shut the door on at least one of the big ones, and we can't tell from the outside whether that was a decision or an old setting nobody revisited. Everyone else was open to all of them.

The pages were readable too. All but one had real text in the page itself, the kind a crawler that doesn't run JavaScript can still read. Last month we found sites that make a phone wait. This month's news is that those same sites are at least legible once something finally arrives.

So the plumbing works. That's the part most owners worry about, and it's mostly fine. It's also not the part that decides anything.

03Nobody introduced themselves

Your website has a second visitor now. It's AI, and it can't see a single photo. It doesn't feel the mood or admire the typeface. It reads. If the page doesn't say, in plain words and in the labels underneath, who you are, what you do and where, there is nothing for it to hold onto.

About half of the sites had no label like that at all. A person lands on the page and understands it from the photos, the logo, the feel. The machine gets a pile of text and has to work it out.

It gets sharper. For about three in ten, the title, the description and the labels together didn't make it clear what the business does. Every one of those also had no label. The pages look like a business. They don't always say what kind.

04The glossy ones got no head start

You'd expect the businesses with serious brand budgets to have this sorted. The hospitality names, the restaurants, wine estates and guesthouses, came in slightly below the average: fewer than half had the label. The dentists were the weakest group we looked at, with one practice in five. Every one of the accountants, tax advisers and property firms had it.

These groups are small, so treat that as colour, not a law. But it points the same way as last month. Money spent on how a business looks and money spent on how it works are two different budgets, and the second one keeps losing.

05How you disappear without knowing

Here's how we read it, and it's an opinion, not a finding. An AI answering who's a good dentist in the Southern Suburbs has to decide quickly what each page is and whether it fits. A page that says plainly what it is, where it is and what it does is easy to use. A page that makes the machine work it out is easy to skip.

That's the unfair part. This isn't about who's better. A great practice with a vague page can lose the answer to an average one with a clear page, and the owner never finds out, because nobody sends a message saying you weren't picked.

06What this isn't

This measures readiness, not results. We can't see inside ChatGPT, and we're not claiming any of these businesses are or aren't being recommended. It's our own tool and our own checklist, run once per site, so read the scores as one opinion rather than a verdict.

Some sites also publish a newer file called llms.txt to describe themselves to AI. About a third did. Nobody outside the AI companies can say whether it gets read, so we're not telling you to rush out and make one.

07Try it before lunch

Open ChatGPT or Perplexity. Ask the question your best customer would ask, the way they'd ask it. Count the names. Then ask it about your business by name, and read what comes back. If it gets you wrong, or can't find you at all, you've learned something no ranking report would have told you.

Most of the fix is a small job, not a project. Say what you are, plainly, in your page title and your first line: the thing and the place. Ask whoever built your site to add the label that names the business, the address and the phone number. Check that your robots.txt isn't turning crawlers away by accident.

If you'd rather skip the guessing, our free AI Visibility Score checks all of this in seconds. And if you'd rather have it fixed than read about it, start a project and we'll show you what AI sees when it looks at your site.