The ChatGPT Business Hub is OpenAI's new beta portal, announced November 10, 2026, where verified businesses can claim a ChatGPT profile, update product details, and see how many times ChatGPT mentions them and how many clicks reach their website. It does not show the prompts behind mentions or any competitor data. Business Agents, the companion chat product, are limited to eligible U.S. ecommerce and online service businesses.
What is the ChatGPT Business Hub and what did OpenAI launch?
The ChatGPT Business Hub is the portal inside Businesses in ChatGPT, a beta program OpenAI opened on November 10, 2026, according to PPC Land's launch report. OpenAI says the program gives businesses a new way to reach the 1.2 billion people who use ChatGPT each week.
Inside the Hub, a business can claim its organization and, once verified, update key details and add product feeds with pricing and availability. Trending Topics reported that the Hub is open to eligible businesses wherever ChatGPT is available, including Europe.
The launch followed a preview. Juozas Kaziukėnas, founder of the e-commerce research firm Marketplace Pulse, posted a screenshot of an unreleased banner on November 6, and Digiday's report on the dashboard followed on November 9.
| Item | Detail |
|---|
| Announced | November 10, 2026, in beta |
| Where it lives | Business Hub inside ChatGPT, open to eligible businesses wherever ChatGPT is available |
| What businesses can do | Claim a profile, update details, add product feeds, view mention and click counts |
| Business Agents | Eligible U.S. ecommerce and online service businesses only |
| Reach OpenAI cites | 1.2 billion weekly ChatGPT users |
What numbers does the ChatGPT Business Hub show?
The ChatGPT Business Hub shows three kinds of numbers: mentions, website clicks and discovery topics. PPC Land reported that the dashboard splits into Brand insights and Agent insights tabs, with seven-day and 28-day views.
The Brand insights tab carries tiles for mentions, profile views and website clicks, a mentions trend chart, and a panel of the top five discovery topics.
| Metric | What a brand learns | What stays hidden |
|---|
| Mentions | How often ChatGPT named the business | The prompt behind each mention |
| Website clicks | Recorded clicks on links to the site | Whether a visit or sale followed |
| Discovery topics | Themes of conversations where the site is cited | Any ranking against competitors |
OpenAI says it does not share user conversations or Business Agent chats with businesses. Insights are aggregated and appear only when activity passes thresholds that OpenAI has not quantified.
What did the first live dashboards show?
The first live dashboards, shared on November 10, showed much lower click rates than OpenAI's own example. PPC Land reported that BuildUp Bookings logged 690 mentions and 24 website clicks over 28 days, and that a Spanish-language dashboard for Zianvo logged 28 mentions and one click.
By PPC Land's calculation, both work out to about 3.5% of mentions producing a click. OpenAI's fictional toy shop example showed 15,356 mentions and 5,432 clicks over seven days, a ratio near 35%.
Two dashboards are anecdotes, not a benchmark. The Hub also labels clicks as recorded clicks that do not confirm website visits or conversions, and both live dashboards carried data through November 9 (UTC), a day before launch.
How does a business claim its ChatGPT profile?
A business claims its ChatGPT profile by searching for its name in Business Hub, proving it can represent the company, and passing a review. PPC Land, drawing on screens published by Barry Schwartz of Search Engine Roundtable, described the flow in these steps:
- Search for the business name and pick an existing listing or create a new one.
- Verify authority through a text or phone call to the main business number, or through DNS verification.
- Wait for review, which moves from claim received to review in progress, with the decision sent by email.
- Confirm identity with a government-issued ID before editing business information or publishing an agent.
Shopify merchants can connect a store from Business Hub or the Shopify admin, which OpenAI said would streamline verification. Existing OpenAI Enterprise customers and advertisers can work directly with their OpenAI representative.
Not every claim cleared on day one. PPC Land noted that at least one claim outside the United States went to a waitlist on launch day.
How do Business Agents tie into ChatGPT ads?
Business Agents tie into ChatGPT ads because a business can sponsor its agent and use it as the destination for ChatGPT Ads. OpenAI states that sponsored placements are clearly labeled and separate from ChatGPT responses.
The ad business behind that option is large. Trending Topics reported that OpenAI has tested ads in the United States since February, reached a $1 billion annualized run rate in September, and counted more than 100,000 advertisers in 89 countries in October.
Digiday drew a comparison to Google, whose Business Profiles and Search Console gave businesses numbers about their organic presence and gave Google's sales teams an easier route to selling those businesses ads. Value per visit is still contested. EPR's ChatGPT ads paid visit analysis covers a working paper by Kaiser and Schulze that put a paid ChatGPT visit at $0.89 in revenue for U.S. shops, against $2.45 for a paid Google search visit.
Advertisers who want to test the format can read EPR's ChatGPT ads advertiser guide on the self-serve Ads Manager, bidding and reporting limits.
The Business Hub differs from AI visibility tools mainly in its data source and its reach. OpenAI counts what happened in ChatGPT, while prompt-tracking platforms estimate presence by running prompts at scale and recording which brands appear.
| Feature | ChatGPT Business Hub | Prompt-tracking platforms |
|---|
| Data source | OpenAI's own usage counts | Prompts run at scale and recorded |
| Engines covered | ChatGPT only | Several, including Gemini and Perplexity |
| Prompts visible | No | Yes, for the prompts a team chooses to track |
| Competitor comparison | No | Yes |
| Cost | No fee mentioned in OpenAI's launch pages | Paid plans |
Trending Topics noted that the Hub does not cover Gemini, Perplexity, Claude or Google's AI Overviews. Vendors named in the coverage include Profound and Adthena (per Digiday) and Peec AI and OtterlyAI (per Trending Topics). EPR's best AI visibility tools comparison covers the platforms in detail, and its profile of Profound CEO James Cadwallader covers one of the vendors named above.
Kevin Indig, who writes the Growth Memo newsletter, compared the Hub to a Search Console for ChatGPT, according to PPC Land. Kaziukėnas told Digiday's audience he expects outside tools to track prompts while OpenAI's first-party data shows whether a strategy is working.
What should PR teams do about the Business Hub now?
PR teams should treat the Business Hub as a free first-party measurement source and add it to the reporting they already run. These five steps follow from what OpenAI has published:
- Claim the profile for each brand through a verified owner, since verification needs control of a phone line, a domain or an Enterprise account.
- Record a 28-day baseline of mentions, clicks and top discovery topics, so later changes have a reference point.
- Keep company and product details current in the Hub and on the brand's own site, because OpenAI says ChatGPT may use claimed information in answers.
- Pair Hub counts with a prompt-tracking tool, because the Hub does not show which questions produced a mention.
- Report clicks as recorded clicks, since the Hub itself says they do not confirm visits.
The content side of that work is covered in EPR's guide to getting recommended by ChatGPT, which sets out seven steps, six reasons a brand gets left out, and a monthly check.
The measurement question is already on communicators' desks. EPR covered how Onclusive's 2027 Trends Report surveyed 255 communications professionals and found a 53 point gap between who should own AI visibility and who expects to. EPR's buying guides citation analysis found that buying guides took 63% of citations to the most-cited earned-media pages in five industries, which shows where cited content comes from.
What is still unknown about the Business Hub?
Several points about the Business Hub remain open after launch, according to PPC Land's review of OpenAI's announcement:
- How many conversations a business needs before any data appears
- How OpenAI defines a mention, and whether repeat appearances in one conversation count once or several times
- Whether claiming a profile changes how often a business is mentioned
- How a business can dispute a profile claimed by someone without authority
- Whether publishers qualify, since OpenAI's materials focus on products and services
OpenAI itself calls the launch an early step and plans to extend Business Hub and Business Agents to more markets and business categories, with no dates given.
