How to claim your brand in ChatGPT's Business Hub: a first-week checklist for CPG teams

On November 10, 2026, OpenAI opened Businesses in ChatGPT in beta. The short version for a CPG brand: there is now an official profile for your business inside ChatGPT, you can claim it, and once you do you can correct what it says, attach a product feed, and see how often ChatGPT sends people to your site.

In our coverage of the early reports on November 7 we suggested building a baseline before the dashboard arrived. It has arrived, and OpenAI's setup guide answers most of the open questions. This is the checklist we would hand to whoever owns ecommerce at a packaged goods brand this week. Everything below comes from OpenAI's own pages unless we say otherwise.

Before you start: decide who owns it

The single most common way this will go wrong is that three people at the same company start three claims, or that the claim lands with an agency login that leaves with the agency. OpenAI's guide says the admin who claims a business can add teammates and grant an agency access afterward, each using their own ChatGPT account. It also warns against forwarding a personal claim invitation.

So pick one person, inside the company, who will:

• control or reach the business phone line, the business email domain, your DNS, or the Shopify admin;
• have the legal name, address and registration or tax number exactly as they appear on official records;
• use a ChatGPT account tied to the company, not a personal one.

If you sell under more than one brand name, make a list now. The guide says "each distinct brand is managed separately," and central management across a parent company's brands is not available yet. A company with a cereal line, a snack line and a kids' line needs three claims.

Step 1: find and claim the listing

Open Business Hub from the ChatGPT sidebar and search for the business by name. Select the listing that matches, confirm the account you'll manage it from, and pick a verification method.

Table: Ways to verify a claim in ChatGPT Business Hub, from OpenAI's setup guide

Method	What you need	Notes for a CPG team
Business phone	A code by text or automated call to the number shown	Works only if the listed number reaches someone who can read a code
Business email	A code sent to the email associated with the business	Use the brand's domain, not a shared inbox at an agency
Website domain	Add a TXT record to your DNS, then select Verify domain	Often the cleanest route; DNS changes can take time to appear
Shopify store	Connect Shopify and log in to the store's admin	Shopify merchants can also start from the Shopify admin

Three situations to watch for, all from the guide. If the listing says Contact support, it is locked and you have to request access. If the business is already claimed by someone else, open the profile's menu and choose Dispute ownership, which runs through an identity check. And if you can't find the business, eligible online businesses may see an option to add one.

OpenAI reviews the claim and emails its decision. You can cancel while it is pending.

Step 2: pass the Persona check

This is the step most teams will miss. An approved claim gets you into Business Hub, but you cannot publish changes, connect a product feed, view insights or create a Business Agent until you also complete identity verification with Persona and OpenAI approves it. The guide says you may need a government-issued ID, business registration information and proof that you're authorized to represent the business.

Two details matter here. Claiming alone does not add the blue verified badge; Persona approval does. And if you use Persona to create a brand-new profile, OpenAI's approval publishes it automatically, so don't start that path until the details are ready.

If a check fails, the guide's advice is to make sure the business name, address and any registration or tax number match your official records. For brands that operate under a trade name different from the legal entity, sort that out before you begin.

Step 3: fill in the profile like it is a product page

Once verified, you can edit the website, business description, product or service category, logo, delivery policy and return policy, plus a cover photo and optional details. OpenAI reviews and publishes the changes, and warns that updates can take time to show up and that ChatGPT "may also use other sources" when answering questions about you.

That last line is the reason to write the profile with the same discipline as your product facts everywhere else. If your return policy on the profile says 30 days and your site says 60, you have created a contradiction the model can find. We would copy the delivery and return text word for word from the live policy pages, and write the description in two or three plain sentences: what you make, who it is for, where it is sold.

Step 4: connect the product feed

If you sell products, you can connect a feed, either a Shopify feed or a CSV that follows OpenAI's product feed specification, uploaded or hosted at a URL. The products must follow OpenAI's Commerce policies. OpenAI's announcement adds that eligible Shopify products are already in ChatGPT through Shopify Catalog.

The guide is explicit that connecting a feed "doesn't publish an agent or guarantee that ChatGPT recommends your products." Treat the feed as a correctness tool. The fields that matter most for packaged goods are the ones shoppers ask about and models get wrong: exact product name, size and count, variant (flavor, scent), price and availability. If you already send a feed to ChatGPT shopping, the lessons from our earlier post on feeds and tip 32 apply here too.

Step 5: understand what the numbers count

Insights show aggregate activity for the past 28 days: mentions, website clicks and discovery topics. Read the definitions carefully, because they are narrower than the words.

Table: What Business Hub insights count, per OpenAI's setup guide

Metric	What it counts for an online business	What it misses
Mentions	Answers where ChatGPT references the business's website	Answers that name the brand without citing your site
Website clicks	Clicks through to your website	Clicks to retailer listings or other sites
Discovery topics	Common themes in answers that mentioned or cited you	Individual prompts and shopper intent

The mentions definition is the one that will surprise brand teams. "The brand name alone doesn't count." For a CPG brand, a large share of the times ChatGPT recommends you may cite a retailer, a review site or a publisher instead of your own site. Outside studies suggest that share is large.

Show the data

Engine	Answers citing a brand site
ChatGPT	57%
Google AI Overviews	53%
Perplexity	50%

Source: Hasmord, B2B AI search sources study (shopping comparison). Any brand's site, not a specific brand. Same 60 questions; one market, one day.

In Hasmord's October shopping run, only about half of answers cited any brand's own site. Babel42's study of 11,147 brand recommendations across five assistants found that only 15% cited the recommended brand's own site, and 2% in beauty. Neither study measured the Business Hub number directly, but together they say the mention count will show a fraction of the times you are recommended.

Two more cautions from the guide. A blank metric can mean activity is under the reporting threshold or still being collected, not zero. And businesses never see individual prompts or agent chats.

Step 6: keep your own baseline running

Because the Hub counts only website-cited mentions, the number is best read next to a measure you control. Keep the fixed list of prompts you already check, as in tip 12, and record each month whether your brand is named, in what position, and which site is cited. When the Hub's mentions move, you can then tell whether ChatGPT is naming you more or just citing your site more often. Teams that score products across assistants, for example in SearchPanel from XENA Intelligence, can lay the Hub's 28-day totals next to those scores.

Step 7: decide about the agent later

The Business Agent is optional and separate. You can claim, verify, edit and read insights without ever publishing one, and without running ads; OpenAI's FAQ says so directly. VentureBeat, citing Digiday's briefing with OpenAI, reported that claiming and publishing an agent are free at launch, with charging left open for later.

We make the case for keeping any agent close to the label in today's think piece. For the first week, the priority is the profile and the feed.

The first-week checklist

1. Name one internal owner and list every brand name you sell under.
2. Gather the legal name, address and registration details exactly as filed.
3. Claim each brand in Business Hub, by DNS or Shopify if you can.
4. Resolve any locked or already-claimed listings through support or dispute.
5. Complete Persona verification for each claimed brand.
6. Copy delivery and return policies word for word from the site; write a three-sentence description.
7. Connect the product feed you already maintain, and spot-check 10 SKUs for size, count, price and variant.
8. After 28 days, record mentions, clicks and discovery topics next to your own prompt log.

None of this changes whether ChatGPT recommends you; OpenAI says as much. What it changes is whether the profile a shopper opens tells the truth, and whether you can see any of it. Today's tip has the short version.