What Is Businesses in ChatGPT?
Businesses in ChatGPT is a new way for companies to manage the information people encounter about them while using ChatGPT. OpenAI launched the beta on November 10, 2026, with business profiles, engagement insights, and an optional conversational agent for eligible businesses.
Two uses matter most. Business Hub helps a business understand how it appears in ChatGPT. A Business Agent helps interested customers ask questions about that business's offerings. Together, they connect discovery with the questions that come before a purchase.
For a shopper, the distinction is straightforward: finding a brand and asking that brand about its products are different moments. The beta gives businesses tools for both, while leaving ChatGPT's independent recommendations under ChatGPT's control.
From Finding a Backpack to Asking About It
Imagine you're looking for a backpack for a daily train commute. You ask ChatGPT for options that can carry a laptop and handle wet weather. You're still exploring; you haven't chosen a brand.
If a business appears in an answer, you can open its ChatGPT profile. When that business has a published Business Agent, you can choose to start a separate conversation with it.
Your questions might then become much more specific: “How do these two backpacks differ?” or “Which model has room for a larger laptop?” You could also ask about the retailer's return policy before deciding whether to visit its website.
This is an illustrative shopping journey, rather than a product test. Its useful distinction is who you're talking to. The first conversation helps you explore options across businesses. The second is with an AI representing one business, using information that business supplies. That conversation is clearly labeled and separate from your original ChatGPT chat.
Business Hub Shows How Customers Find You
Business Hub is the management side of Businesses in ChatGPT. After the required approvals, businesses can maintain their details and review aggregated engagement insights.
The three useful signals are:
Mentions: For an online business, a recorded mention requires a reference to its website; the brand name alone doesn't count. Local-business mentions use a location-result definition.
Website clicks: How often people click through to the business's website.
Discovery topics: Grouped themes in answers that mentioned or cited the business, rather than individual customer questions.
In the backpack example, a retailer might use these signals to explore whether people encounter it around commuting, travel, or another relevant theme. Those are hypothetical examples, not promised reporting categories. A theme can suggest which product explanations deserve attention, but it doesn't establish why any particular customer bought something.
The setup and insights guide explains that reporting covers the past 28 days. Blank metrics can reflect reporting thresholds, collection delays, or unavailable reporting, rather than zero activity. Businesses don't receive individual prompts or consumer chats, including conversations with their agents.
Business Agents Answer the Questions Before Checkout
A Business Agent is the customer-facing part: an AI conversation about one business's products and policies. Its value is clearest when a shopper already has an option in mind but needs a few details before taking the next step.
For our backpack shopper, a helpful answer would depend on accurate dimensions, feature descriptions, and policy information. If the retailer's information doesn't establish whether a laptop fits, an agent shouldn't manufacture certainty to close the sale.
That expectation is built into the Business Agents Policy. Businesses must keep information current and mustn't instruct agents to invent prices, availability, reviews, guarantees, or results. Agents must identify themselves as AI representing the business, and mustn't pressure someone who declines an offer.
Before publishing, a retailer should therefore test the questions that expose missing details: a comparison between similar models, a policy exception, or a product specification that isn't listed. The goal is an accurate explanation that helps a shopper decide whether to continue.
The current agent experience explains offerings and links to the business's website. Purchases, bookings, and order checks happen there; the agent doesn't complete those actions itself.
Who Can Claim a Profile or Launch an Agent?
The two capabilities have different eligibility boundaries. As of November 11, 2026:
Capability | Who Can Use It? |
|---|---|
Claim and manage a business profile | Eligible owners or authorized representatives, where ChatGPT and the required verification are supported. Location and business type affect access. |
Publish a Business Agent | Eligible U.S. ecommerce and online service businesses with a website, subject to separate industry and use-case requirements. |
Verification of a business doesn't automatically qualify it for an agent. The business profile policy also allows OpenAI to restrict categories or decline claims for safety and integrity reasons.
Businesses are responsible for the accuracy of submitted names, categories, contact details, offerings, and other profile information. A profile can also include information from other sources, so maintaining a listing means contributing reliable information rather than gaining exclusive editorial control.
Shopify offers a connection route, but using Shopify isn't a requirement. Businesses should start from the official business entry page and check the options available to their organization.
Does Claiming a Business Change ChatGPT's Recommendations?
Claiming a profile lets a business contribute information. It doesn't guarantee better placement, increased sales, or control over which brands ChatGPT recommends. A business can appear in relevant answers without having an agent.
Return to the backpack example: accurate product information can help a shopper understand a suggested option. A published agent can answer follow-up questions. Neither makes that retailer the automatic answer to every commuting-backpack request.
That is the practical role of Businesses in ChatGPT: give businesses better ways to explain what they offer and understand aggregate discovery, while giving shoppers a choice to consult a business after finding it. The business manages its contribution; ChatGPT continues to make independent recommendations and comparisons.
