OpenAI puts Businesses in ChatGPT into beta, with Business Hub and Business Agents
OpenAI launched Businesses in ChatGPT in beta on November 10. Companies can claim a profile, upload product feeds and track mentions. Eligible US ecommerce and online service firms can also launch a Business Agent.
If you build or run a storefront or service site, ChatGPT is now a channel with its own profile, data feed and analytics. The announcement describes no API, so check the product feed and Shopify routes before planning any integration work.
OpenAI announced Businesses in ChatGPT in beta on November 10, 2026, in its own company post. The launch has two parts: Business Hub and Business Agents. OpenAI says ChatGPT is used by 1.2 billion people each week.
What happened
Business Hub lets a company claim its organization in ChatGPT. Once verified, it can update key details and add self-service product feeds that carry pricing and availability. OpenAI says this gives ChatGPT more accurate and current information to work with.
Business Agents are the second part. After claiming a business, eligible organizations can build, test and launch an agent that answers questions about their offerings. Customers who see a business in a ChatGPT answer can open its profile and start a conversation with the agent, if one exists.
This is the company's own announcement. The source gives no independent test of how well either product works.
Key details
- Status: beta, announced November 10, 2026.
- Who can claim a business: any eligible business located where ChatGPT is available.
- Enterprise customers and advertisers: they work with their OpenAI representative to claim a business.
- Shopify merchants: they can connect a store from Business Hub or the Shopify admin. OpenAI says eligible Shopify products are already in ChatGPT through Shopify Catalog.
- Insights: Business Hub shows aggregated data. It includes mentions, website clicks and discovery topics. Discovery topics are common themes in conversations where the business's website is cited.
- Privacy: OpenAI says it does not share users' conversations or Business Agent chats with businesses. Insights appear only when conversation or interaction thresholds are met.
- Business Agents: available to eligible ecommerce and online service businesses in the United States.
- Labelling: the agent conversation is labelled and kept separate from the customer's original ChatGPT conversation and from ChatGPT's own answers.
- Ads: businesses can sponsor their Business Agent and use it as the destination for ChatGPT Ads. Sponsored placements are labelled and separate from ChatGPT responses.
- Roadmap: OpenAI says it plans to expand to more markets and business categories and to build tools for organizations with more complex needs.
The OpenAI announcement does not mention an API, SDK or pricing for Business Agents. It also does not list the eligible categories in text; it links to a separate page.
Why it matters
For developers working on ecommerce or service sites, the product feed is the concrete hook. Pricing and availability data can go to ChatGPT directly, and Shopify stores have a route to streamline verification.
The insights include mentions, website clicks and discovery topics. They are aggregated, so you will not see individual conversations.
A Business Agent can also be sponsored. That means the same profile can serve both organic discovery and paid placement.
FAQ
What is Business Hub in ChatGPT? It is a place where businesses claim their organization, update details, add product feeds and view aggregated insights on how people engage with them in ChatGPT.
Who can use Business Agents? OpenAI says they are available now to eligible ecommerce and online service businesses in the United States. The company plans to widen this over time.
Can businesses read customers' ChatGPT conversations? No, according to OpenAI. It says it does not share user conversations or Business Agent chats with businesses.
Checked claims
| Claim | Status | Evidence |
|---|---|---|
| OpenAI introduced Businesses in ChatGPT in beta, aimed at the 1.2 billion people it says use ChatGPT each week. | confirmed | We’re introducing Businesses in ChatGPT in beta, giving businesses a new way to connect with the 1.2 billion people who use ChatGPT each week. |
| Business Agents are available to eligible ecommerce and online service businesses in the US. | confirmed | Business Agents are now available to eligible ecommerce and online service businesses in the United States |
| OpenAI says it does not share user conversations or Business Agent chats with businesses. | confirmed | We don’t share users’ conversations or Business Agent chats with businesses. |
| Business Hub insights include mentions and website clicks. | confirmed | This includes the number of mentions and website clicks a business receives. |
| Shopify merchants can connect their store to streamline verification. | confirmed | Shopify merchants can connect their store from Business Hub or the Shopify admin to streamline verification. |
| Sponsored placements are labelled and separate from ChatGPT responses. | confirmed | Sponsored placements are clearly labeled and separate from ChatGPT responses. |
Question for readersIf your site sold through ChatGPT, which would you set up first: the product feed, the insights or a Business Agent, and why?
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