🔍 Read the full analysis: How OpenAI’s Business Profiles Could Broaden ChatGPT’s Role on ThorstenMeyerAI.com
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TL;DR
OpenAI launched Businesses in ChatGPT in beta on November 10, 2026, giving companies tools to claim profiles, add product information and view aggregated engagement insights. Eligible U.S. businesses can also offer labeled AI agents, which may be sponsored; details about profile verification and business visibility have not been fully disclosed.
OpenAI launched Businesses in ChatGPT in beta on November 10, giving companies a way to claim profiles, provide product details and see aggregated information about how they appear in chatbot responses. The launch also lets some U.S. businesses offer labeled AI agents inside ChatGPT, allowing users to ask businesses about their products and services.
The beta’s Business Hub lets a company claim and verify its business profile, update key details and add product feeds with pricing and availability. OpenAI says the hub can show aggregated mentions, profile views, website clicks and discovery topics associated with the business. The information gives companies a way to monitor their presence in ChatGPT, though the company has not described exactly how it verifies every profile.
A second feature, Business Agents, is available at launch to eligible e-commerce and online service businesses in the United States. A user who encounters a business in a ChatGPT answer can open a separate conversation with its agent and ask about its products or services, including questions that help compare options. Businesses supply the agent’s instructions and information. OpenAI says the agent conversation is clearly labeled and kept separate from the user’s main chat.
Businesses can sponsor their agents and use them as destinations for ChatGPT Ads, with sponsored placements labeled. OpenAI says it does not share users’ conversations or Business Agent chats with businesses. It also says insights appear only after activity passes certain thresholds. Those statements describe OpenAI’s stated safeguards; details about the thresholds and how the safeguards operate have not been published in the source material.
How ChatGPT Business Profiles Could Broaden Its Role
OpenAI’s beta gives companies tools to share business information and talk with interested users inside ChatGPT. Reach, verification and the effect on recommendations remain unclear.
What businesses can do
The beta combines business information, engagement insights and direct conversations.
Manage a profile
Claim a profile, update business details and add product feeds with pricing and availability.
Monitor discovery
See aggregated mentions, profile views, website clicks and discovery topics after activity passes undisclosed thresholds.
From answer to conversation
Eligible U.S. e-commerce and online service businesses can offer labeled agents.
A user encounters the business in a ChatGPT answer.
The user starts a separate conversation to ask about products or services.
The business supplies the agent’s instructions and information.
What remains unclear
The launch leaves key questions for businesses and users.
- How are profiles verified?
- Which businesses qualify, and when might access expand?
- What do the aggregated metrics count?
- Do profiles affect which businesses appear in answers?
- How do sponsored agents relate to ordinary recommendations?
- How are paid placements displayed in practice?
Business Tools Inside ChatGPT
The launch gives businesses a way to provide information that may help ChatGPT describe their offerings. Business profiles and product feeds can include details such as hours, product information and prices. OpenAI’s tools also provide aggregated metrics, including website clicks, for businesses to monitor their presence in ChatGPT.
The Business Agent feature lets users move from a ChatGPT answer to a conversation with a business’s AI representative. Businesses can also sponsor agents or use them as destinations for ad placements. OpenAI says sponsored placements will be labeled, but the source material does not explain how paid placements may affect which businesses appear in answers.
OpenAI says business-agent chats are separate from users’ main chats and that it does not share conversations with businesses. The beta is new, and the supplied reporting does not include results on user response, how often agents appear or whether profiles affect the quality of recommendations.
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From ChatGPT Shopping to Profiles
The launch follows earlier attempts by OpenAI to bring shopping into ChatGPT. TechCrunch reported that the company had tried a shopping hub with direct checkout and a commission model, then retired that effort in March after it did not gain traction. The new beta gives businesses tools to provide information and interact with interested users, rather than relying only on an integrated checkout feature.
OpenAI has also been building an advertising business. The company said in August that ChatGPT Ads had reached a $1 billion annualized revenue run rate. That figure is a company-reported run rate, not a disclosure of audited advertising revenue for a specific quarter. The new ability to sponsor Business Agents links business conversations to that advertising effort.
Other developments reported on November 10 are separate from the profile launch. Startup founder Francis Davidson announced that OpenAI acquired his AI travel agent company, Odessia, and that he would join OpenAI; an OpenAI spokesperson confirmed the hire to TechCrunch, while the acquisition terms were not disclosed. The Information also reported that OpenAI’s third-quarter revenue reached about $10 billion, and Bloomberg reported nearly 50% growth over the previous quarter, citing a person familiar with the matter. OpenAI has not published financial statements. The Wall Street Journal, as reported by Reuters, said operating losses widened to $10.9 billion in the same quarter. These reports provide company context, but do not establish that the acquisitions, reported results and business-profile launch form one coordinated announcement.
Verification, Reach and Ad Placement
OpenAI has not published the exact profile verification process, the activity thresholds required before insights appear, or detailed criteria for which businesses qualify for agents. Availability is currently limited to eligible U.S. e-commerce and online service businesses, and the supplied reporting does not give a timeline for expansion to other regions or business types.
It is also unclear how profiles and product feeds affect the selection or ranking of businesses in ChatGPT answers, whether having a profile changes a company’s likelihood of appearing, or how sponsored agents relate to ordinary recommendations. OpenAI says sponsored placements are labeled and that conversations are not shared with businesses, but the reporting does not provide independent evidence about how these policies work in operation. No user or business results from the beta were available in the source material.
Beta Rollout and Business Feedback
The immediate next step is for participating businesses to claim profiles, submit their information and, if eligible, configure Business Agents. OpenAI has not announced a schedule for wider access or provided public milestones for the beta. The announcement coverage did not include performance results or an expansion date.
Further reporting will need to establish how verification works, what the aggregated metrics count, and how paid agent sponsorship is displayed alongside other ChatGPT results. OpenAI’s approach to expanding access and publishing additional information will help clarify the scope and use of the beta.
Key Questions
What are Businesses in ChatGPT?
It is an OpenAI beta that lets companies claim and update profiles, add product information and view aggregated insights about how their businesses appear in ChatGPT.
What can a ChatGPT Business Agent do?
An eligible business can provide instructions and information for a labeled agent. Users can open a separate chat with it to ask about the company’s products or services.
Who can use Business Agents at launch?
OpenAI’s launch coverage describes access for eligible e-commerce and online service businesses in the United States. The company has not announced broader availability in the supplied material.
Can businesses pay to promote their agents?
Yes. OpenAI says businesses can sponsor their Business Agent and use it as a destination for ChatGPT Ads. The company says sponsored placements are labeled.
Does OpenAI share users’ chats with businesses?
OpenAI says it does not share users’ conversations or Business Agent chats with businesses. It also says business insights appear only after activity passes certain thresholds; the threshold details were not provided.
Source: ThorstenMeyerAI.com
