ChatGPT Business Hub Is Live: How to Claim Your Business and What It Shows (and Doesn't)

OpenAI launched Businesses in ChatGPT in beta on November 10, 2026. Eligible businesses can now claim a profile in Business Hub, keep their details and product feeds current, and see 28 days of mentions, website clicks, and discovery topics. Search Engine Roundtable and Search Engine Watch covered the launch the same day (Search Engine Roundtable, Search Engine Watch).

This is no longer a leaked test. It is a live beta. The earlier screens Juozas Kaziukėnas spotted, and that Search Engine Land and Search Engine Roundtable reported on November 6, were a preview of what OpenAI shipped four days later.

How to claim your business in ChatGPT

OpenAI says any eligible business located where ChatGPT is available can claim its organization through Business Hub. Existing OpenAI Enterprise customers and advertisers can work with their OpenAI representative. Shopify merchants can connect their store from Business Hub or the Shopify admin; eligible Shopify products already reach ChatGPT through Shopify Catalog.

Search Engine Watch, citing OpenAI's setup guidance, adds three practical limits:

• Access depends on location, business type, and supported verification.
• Local stores and restaurants can currently claim only an existing US listing.
• OpenAI requires approved identity verification through Persona before you can publish business changes, view insights, or create an eligible Business Agent.

The claim flow itself is straightforward, based on what OpenAI described and what Barry Schwartz walked through on Search Engine Roundtable:

1. Open Business Hub and search for your business.
2. Verify that you are authorized to manage it. Schwartz confirmed three methods: a text or phone call to the main business number, or DNS verification.
3. Complete the identity check. Then update key details and, if you sell products, add a self-service product feed with pricing and availability.
4. Wait for OpenAI to review the changes. Search Engine Watch notes that updates can take time to reach profiles or answers.

A claimed profile is how you give ChatGPT current information. It is not, by itself, a guarantee that ChatGPT will recommend you.

What Business Hub shows

Once you are verified, Business Hub reports aggregated insights about how people engage with your business in ChatGPT. OpenAI and Search Engine Watch describe three numbers:

• Mentions over the past 28 days. For online businesses, a mention requires a reference to the website; a brand name on its own does not count. For local businesses, showing a result for the location counts.
• Website clicks over the same 28 days. The in-product tooltip, as captured by Search Engine Roundtable, says this is the number of recorded clicks on links to your website in ChatGPT, and that "clicks don't confirm website visits or conversions."
• Discovery topics, which are common themes across conversations where your website is cited.

The figures are aggregated, and OpenAI does not share users' conversations or Business Agent chats with businesses. Insights appear only when there are enough conversations or interactions to meet privacy thresholds. A blank figure can mean you are under that threshold, that data collection is still underway, or that reporting is unavailable.

That click count is still useful first-party data. You can compare it with your own analytics when you are investigating attribution gaps, including visits that land in Direct. How to Track ChatGPT Traffic in GA4 covers where chatgpt.com shows up and why some of those visits lose their source.

Business Agents, for eligible US businesses

After you claim your business, eligible ecommerce and online service businesses in the United States can build, test, and launch a Business Agent. OpenAI says that when a business appears in a model response, people can open its ChatGPT profile and, if an agent is available, start a conversation about its offerings.

That agent chat is clearly labeled, separate from the customer's original ChatGPT conversation, and distinct from ChatGPT's independent answers. Search Engine Watch reports that today's agents explain products and policies and provide links; customers still complete purchases, bookings, and order checks on the business's own website.

Businesses can also sponsor their Business Agent and use it as the destination for ChatGPT Ads. OpenAI says sponsored placements are clearly labeled and separate from ChatGPT responses. Being named in an organic answer and buying a sponsored agent placement are different jobs.

What it still does not show

The launch does not close the gaps that mattered when this was still a test:

• No prompts. You can see that mentions and clicks moved, not which questions drove them.
• No competitor data. There is no ranking against other brands.
• No conversations. OpenAI does not show the underlying chats, only aggregated counts and topics that clear a privacy threshold.
• ChatGPT only. Business Hub does not cover Perplexity, Google AI Overviews, Google AI Mode, or Gemini.

That is useful first-party confirmation for one engine. It is not a full AEO or GEO workflow on its own.

Why prompt-level tracking still matters

Knowing that mentions went up last week does not tell you whether you were named for "best plumber in Burnaby," left out of "emergency plumber near me," or cited as a source without being recommended. Those are different outcomes, and they need different fixes.

Beket AI is built for the prompt layer the hub leaves out:

• Unbranded questions your buyers actually ask
• Mentions and recommendations across ChatGPT, Perplexity, and Google AI Overview
• Competitor names in the same answers
• Repeated runs so you can see whether a change held

If you only watch a brand-level chart inside one engine, you can miss the prompts where you never appear, the engines that disagree, and the third-party pages those engines trust. For how to check by hand today, see Does ChatGPT Recommend Your Business?.

What this means for Search Console

Google's Generative AI report in Search Console already shows impressions for AI Overviews and AI Mode, but not clicks. We walked through what is on that screen in How to Read Search Console's Generative AI Report.

OpenAI is now giving verified brands 28-day mention and click charts inside ChatGPT. Google may face more pressure to report generative AI clicks the same way. That is still speculation, not a Google announcement. Bing already publishes more AI Performance detail than Search Console does today; the industry pattern is toward more first-party AI reporting, not less.

What to do now that the hub is live

1. Claim your business and complete verification. Fix the details ChatGPT will use, and add a product feed if you sell products.
2. Separate earned mentions from sponsored placements. A Business Agent and a ChatGPT ad can sit next to an organic answer. They are not the same as being named in the answer itself.
3. Keep OAI-SearchBot able to reach the pages you want found. Product and business updates inside Business Hub will not help if ChatGPT search cannot read the site.
4. Pair the first-party charts with prompt audits. Use OpenAI's numbers for "did mentions and clicks move," and prompt-level tracking for "on which questions, against whom, and on which engines."

A free Beket AI audit runs 25 prompts across ChatGPT, Perplexity, and Google AI Overview and shows whether your business is named and which competitors appear in the same answers. Beket AI Pro is $49 a month, re-audits daily, and starts at 50 prompts across the same 3 engines. Integrations today are Webflow, Google Analytics, and Cloudflare.

Sources: OpenAI, November 10, 2026; Search Engine Roundtable, November 10, 2026; Search Engine Watch, November 10, 2026. The November 6 preview coverage is here: Search Engine Land; Search Engine Roundtable.