OpenAI Launches Businesses in ChatGPT: How Claiming Works
OpenAI launched Businesses in ChatGPT in beta on November 10, 2026. Business Hub lets a business claim its profile, verify it and see mentions and clicks.
Key Takeaways
- 01
OpenAI introduced Businesses in ChatGPT in beta on November 10, 2026. Through Business Hub, a business can claim its profile, manage its information and see insights.
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A claim is verified by a method such as business phone, business email, website domain or Shopify, and OpenAI reviews it. Persona identity verification comes before publishing changes, viewing insights or creating an agent.
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Insights cover the past 28 days. An online mention counts when ChatGPT references the business's website, not the brand name alone; a local mention counts when ChatGPT shows a result for that location.
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Per OpenAI's Help Center, claiming does not change a profile's visibility or guarantee increased visibility, and advertising does not influence ChatGPT's independent answers.
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Business agents are for eligible ecommerce and online service businesses in the US with a website. OpenAI has not published the category list; the hub's web app carries 848 categories.
My View
Analysis by Venkata Pagadala · opinion, not reporting
01 · The website is the asset
For online businesses, OpenAI counts a mention only when ChatGPT references the website, not when it names the brand. That makes the site itself the thing to keep accurate and worth citing.
02 · Start the claim early
Claiming needs no Ads account or Enterprise agreement, but Persona verification gates changes, insights and agents, and OpenAI says review time varies. Starting now removes a wait later.
03 · Categories describe, they do not rank
OpenAI says claiming does not guarantee visibility. A business can set its product or service category, and nothing in OpenAI's pages says the category decides how often ChatGPT recommends it.
Primary Documents
What OpenAI Launched
On November 10, 2026, OpenAI introduced Businesses in ChatGPT in beta. Its announcement calls it a new way for businesses to connect with the 1.2 billion people who use ChatGPT each week. Through Business Hub, a business can claim its profile, manage its information and see insights on how people engage with it in ChatGPT.
The launch also brings business agents. OpenAI's Help Center says they answer customer questions using information the business provides, and that they are available to eligible ecommerce and online service businesses in the US with a website.
How Claiming Works
The owner of a business, or someone authorized to represent it, claims it in Business Hub and verifies the connection with one of the methods offered, such as business phone, business email, website domain or Shopify. OpenAI reviews each claim. Identity verification through Persona then comes before a business can publish changes, connect a product feed, view insights or create an agent, and the blue verified badge appears only after Persona approval.
Local stores and restaurants can currently claim only an existing U.S. listing. After approval, a business can update its website, description, product or service category, logo, delivery policy and return policy. A business that sells products can connect a product feed, including a Shopify feed, to share prices and availability. OpenAI reviews and publishes changes, and ChatGPT may also draw on other sources.
What Counts as a Mention
Insights show aggregate activity over the past 28 days, including mentions and website clicks. For an online business, a mention counts when ChatGPT references the business's website; the brand name alone does not count. For a local business, a mention counts when ChatGPT shows a result for that location, even if the customer does not open the listing or visit the website.
OpenAI is explicit about the limits. Claiming a profile does not change its visibility in ChatGPT or guarantee increased visibility, and advertising does not influence ChatGPT's independent answers. Businesses do not receive individual prompts or conversations.
The 848 Categories
OpenAI has not published a list of business categories. The announcement points to the Business Agents Policy for eligible categories; the policy says OpenAI considers the business category before allowing an agent, but it lists none. OpenAI also says it plans to expand Businesses in ChatGPT and business agents to more markets and business categories over time.
The business hub's web app carries 848 categories, grouped into 136 families and 21 areas. This site keeps a snapshot of that list, read on November 11, 2026, as ChatGPT V1 categories. "V1" is this site's label, the list may change, and the snapshot's own note says bundled categories are not necessarily selectable or eligible for all accounts.
Compared by name with the five other lists in this site's Ontology & Taxonomy Search Engine (Google Ads, Google Maps place types, Overture, Shopify and NAICS 2022), 441 of the 848 names also appear in at least one other list and 407 appear in no other list. Two names count as the same when they match after lowercasing, trimming spaces and reading _ as a space.
What It Means for SEO
Read together, OpenAI's definitions suggest three practical points. An online business earns a mention when ChatGPT references its website, so the website is the asset to keep accurate. A local business earns one when ChatGPT shows its location, but only a claimed listing with approved Persona verification can see that count. And because ChatGPT may also draw on other sources, the details a business publishes elsewhere still matter after it claims its profile.