OpenAI opens ChatGPT to businesses, launching agents in US first

The latest:

Companies can now claim their own page inside ChatGPT, update pricing and availability, and track how often they surface in conversations, after OpenAI opened its Business Hub in beta on November 10. The company said the products are designed to connect businesses with the 1.2 billion people using ChatGPT weekly. A second tier, Business Agents, launched only in the United States.

Details:

• What Business Hub does: OpenAI said verified companies can update key details and add self-service product feeds carrying pricing and availability. The stated purpose is to feed ChatGPT accurate information so users exploring products see the business as it describes itself rather than as the model infers it.
• Who can claim: Any eligible business located where ChatGPT is available can claim its page through Business Hub, per OpenAI. Existing enterprise customers and advertisers can route the process through their assigned OpenAI representative instead of the standard application flow.
• The Shopify route: Shopify merchants can connect their store from Business Hub or the Shopify admin panel to streamline verification, OpenAI said. Eligible products from those merchants are already integrated into ChatGPT through Shopify Catalog, making the ecommerce platform the first named distribution partner.
• The analytics layer: Business Hub returns aggregated metrics including mention counts and website clicks, OpenAI said. Companies can also view discovery topics — recurring themes across conversations citing their website — intended to show how the model represents them and where their published information falls short.
• Privacy limits: OpenAI said it does not share user conversations or Business Agent chats with businesses. Insights are aggregated and released only once conversation or interaction volumes cross certain thresholds, which the company did not specify numerically.
• How agents work: When a business appears in a model response, users can open its ChatGPT profile and, where available, start a separate conversation with its Business Agent to compare options or ask follow-ups. OpenAI said these chats are labeled and kept distinct from ChatGPT’s independent answers.
• The advertising tie-in: Businesses can sponsor their agent and use it as the landing destination for ChatGPT Ads, according to OpenAI. The company said sponsored placements are labeled and separated from ordinary responses, positioning the agent as both a service channel and a paid acquisition endpoint.
• Geographic split: Claiming is open wherever ChatGPT operates, but Business Agents are restricted to eligible ecommerce and online service companies in the United States. OpenAI said it plans to expand to more markets and categories over time, without naming any country or date.
• What was not announced: OpenAI did not disclose pricing for Business Hub, eligibility criteria defining a qualifying business, the thresholds governing insight release, or a timeline for exiting beta. No figure was given for how many businesses have claimed pages so far.

Background:

ChatGPT has moved from answering questions to shaping purchase decisions, with users comparing products inside the chat window. Until now businesses had no direct channel to correct or update how they appeared in those answers.

Between the lines:

The architecture reads as a funnel rather than a directory. Claiming is global and free-standing; the revenue-bearing layer — sponsored agents serving as ad destinations — is US-only and gated by eligibility. Regional companies can therefore fix how they are described long before they can monetize that visibility. The analytics product, surfacing discovery topics and click counts, gives businesses a measurable gap to close with paid placement.

What’s next

Watch for OpenAI naming the next markets and business categories for Business Agents, disclosure of eligibility rules or pricing, and whether the beta label is lifted on Business Hub.