ChatGPT Business Hub: does claiming your business actually change AI recommendations?

On 10 November, OpenAI launched Business Hub in beta. Businesses can now claim their listing inside ChatGPT, edit what it says about them, and see how often they get mentioned. If you've ever explained Google Business Profile to a small business owner, this will feel very familiar.

The big question is whether claiming changes who ChatGPT recommends. I've run a lot of tests, and so far the answer is not that I can tell. Here's what you need to know.

What is ChatGPT Business Hub?

It's OpenAI's version of a business profile. Owners verify the listing by phone, business email, website domain or Shopify, then they can edit things like their description, opening hours and products. They also get 28 days of insights on mentions, website clicks and the topics people ask about. US online businesses can go a step further and publish a Business Agent that answers customer questions inside ChatGPT.

ChatGPT already holds a listing for lots of businesses, so claiming doesn't create one. It just gives the owner a say in what it shows. It's free for now, though OpenAI hasn't ruled out charging later.

The big catch is location. Online businesses can claim wherever ChatGPT is available, but local stores and restaurants can only claim an existing US listing for now. When I tried with our own UK business, I only got as far as a waitlist. Owners also have to pass an identity check with Persona before they can edit anything, which can mean uploading ID.

Does claiming help?

I tracked down a few businesses I knew had already claimed their listings, then ran the kind of prompts their customers would use. Nothing in the answers set them apart. As far as I could see, they weren't:

• recommended more often
• placed higher in the answer
• described any differently

OpenAI says the same thing: ChatGPT keeps making independent recommendations, and claiming doesn't guarantee better placement.

Why OpenAI is really doing this

I don't think Business Hub is about today's recommendations. It's about data.

Google has Google Business Profile, a huge first-party database of opening hours, categories, photos and reviews that owners keep up to date for free. Whenever Google's AI answers a local question, it can lean on that.

ChatGPT has nothing like it. Right now it has to search the web and piece together a picture from websites, directories and review sites like Yelp. That's slower, it's messier, and it depends on other companies' data.

Business Hub changes that. Every business that claims and fills in its listing adds to a dataset OpenAI owns. Today that data doesn't seem to be shaping answers. Once there's enough of it, I'd be surprised if it didn't, in the same way Google Business Profile became one of the biggest local ranking signals there is.

It also makes OpenAI's target pretty clear: Google. The big AI companies are starting to pick their battles. Anthropic, for example, keeps adding tools that put Claude up against Microsoft Office, Photoshop, Figma and the other apps people use to get work done. OpenAI is going after search. Business listings, local recommendations and the ads it launched this year are Google's home turf, and that makes ChatGPT the most direct rival Google has.

I'd expect other platforms competing on search, like Perplexity, to follow with listings of their own. Google is the exception, because it already has the data.

Is it still worth claiming?

If your client is eligible, yes. They can fix wrong hours or an old description at the source, and they get mention and click data from an AI platform for the first time. It's also better for the real owner to claim it before someone else does.

And if I'm right about where this is heading, the businesses with complete, accurate listings will be in the best spot when it starts to count.

Can agencies manage it for their clients?

Partly. Whoever claims a business becomes its admin, and they can add teammates and give an agency access to manage the profile or its Business Agent. Each person signs in with their own ChatGPT account, though if the business was claimed inside a company's ChatGPT workspace, you may need to join that workspace first.

An agency can also claim a listing itself if the client has authorised it to represent them, verifying through one of the usual methods like the business email or phone number. Before publishing changes or viewing insights, though, they'd also need to pass a Persona identity check. In most cases it's cleaner for the owner to claim it and then invite you in.

What's missing is a way to look after lots of businesses from one place. There's no agency dashboard, so each client is a separate profile you're invited into one at a time. Your team can still explain why it matters, walk owners through claiming, and help make sure the details match their website and Google Business Profile.

What actually moves AI recommendations today

In our research across 10,000 US local businesses, the strongest signal was Google review volume. Businesses recommended by both ChatGPT and Perplexity averaged 133 reviews. Businesses neither platform mentioned averaged just 11.

After reviews, it's the fundamentals:

• A complete, active Google Business Profile
• Consistent name, address and phone details across directories
• A website that clearly says what the business does and where
• Signs of real expertise and trust on the site (E-E-A-T)

That's what Insites checks, and our AI visibility monitoring tracks whether a business is being found, described accurately and recommended across the major AI platforms.

So does Insites check for it?

Within a day of the launch, we started getting the question we expected: "Does Insites check whether a business has claimed its ChatGPT listing?"

Not yet. Right now there's no reliable way for us to check whether a listing has been claimed, and in our testing claiming hasn't changed what ChatGPT says. There's nothing meaningful to measure yet.

We're watching it closely, and we'll keep testing as Business Hub rolls out to more businesses and more countries. As soon as claiming starts to make a difference, or there's a way to check it properly, we'll let you know.

In the meantime, Business Hub is a great conversation starter. A business owner who's curious about ChatGPT wants to know how they show up in it. Run a free AI visibility audit on their business and you'll have something real to talk through.