🔍 Read the full analysis: What We Know About OpenAI’s Push To Become The New Google on ThorstenMeyerAI.com
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TL;DR
OpenAI launched a beta called Businesses in ChatGPT on Nov. 10, 2026, letting companies claim profiles, provide product data and view aggregated engagement insights. Eligible U.S. businesses can also offer labeled AI agents inside ChatGPT, which may be sponsored. The move expands ChatGPT’s role in business discovery, but details about verification, visibility and commercial effects remain limited.
OpenAI launched Businesses in ChatGPT in beta on Nov. 10, giving companies tools to claim profiles, submit product information and track aggregated engagement inside the chatbot. Eligible U.S. businesses can also run labeled AI agents that answer questions about their offerings, a move that gives companies a new route to reach people using ChatGPT to compare products and services.
The beta has two parts, according to OpenAI’s announcement and reporting by Reuters, The Verge and TechCrunch. In the Business Hub, a company can claim and verify its profile, update business details and add product feeds that include pricing and availability. The Hub can show aggregated mentions, profile views, website clicks and discovery topics associated with the business.
The 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 participating business in a ChatGPT answer can open a separate conversation with its agent and ask about its products or services. Businesses supply the agent’s instructions and information. OpenAI says these conversations are labeled and kept separate from a user’s main ChatGPT conversation.
Companies may sponsor their agents as destinations for ChatGPT Ads, with sponsored placements labeled, according to OpenAI’s launch information. The company also says it does not share users’ conversations or Business Agent chats with businesses. Business insights are aggregated and only shown after activity passes unspecified thresholds. OpenAI did not publish the terms of the acquisition of travel startup Odessia, announced by its founder Francis Davidson the same day. An OpenAI spokesperson confirmed Davidson’s hire to TechCrunch.
OpenAI’s business push inside ChatGPT
Businesses in ChatGPT gives companies tools to manage profiles, share product details and engage potential customers. How it affects visibility and sales remains unclear.
Two tools for businesses
The beta combines profile management with company-run conversations.
Manage business details
Companies can claim profiles, add product feeds with pricing and availability, and view aggregated engagement insights.
Answer customer questions
Eligible U.S. e-commerce and online service businesses can offer labeled agents with company-provided information.
What businesses can learn
The Hub reports activity linked to a business, but the metrics do not establish commercial results.
How the experience works
A business can update its details and submit product information in the Hub.
A user can open a participating business’s agent from a ChatGPT answer.
The agent answers questions; businesses can view aggregated activity after it passes unspecified thresholds.
What remains uncertain
- Sponsored agents are labeled.
- OpenAI says user conversations are not shared with businesses.
- Insights are aggregated.
- How verification and answer placement work.
- When insights appear and how detailed they are.
- Whether profiles or agents drive referrals or sales.
A New Route to Customer Discovery
The launch gives businesses a way to manage how their information appears in a conversational product, rather than relying only on a conventional search listing or a company website. For users asking ChatGPT for recommendations, accurate prices, availability and business details could help the system provide more useful comparisons. For businesses, the Hub’s reported metrics may offer an initial view of whether ChatGPT is directing attention toward them.
The commercial implications are still developing. Profiles and product feeds could become part of how businesses maintain visibility in AI-generated answers, while sponsored agents create a paid route to customer conversations. That combination puts business information, discovery data and advertising in one product. It also makes clear labeling and separation between organic answers and paid destinations relevant to users deciding which recommendations to trust.
OpenAI has not said that profile ownership or product feeds guarantee placement in answers. The launch provides tools for supplying information and measuring some activity, but it does not establish how ChatGPT selects businesses or how much these features affect referrals and sales. Businesses will need to distinguish reported engagement metrics from evidence of commercial results.
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From ChatGPT Shopping to Business Tools
OpenAI’s new offering follows earlier attempts to make ChatGPT a shopping destination. TechCrunch reported that the company previously pursued direct checkout and a commission model, but retired that effort in March. The latest launch centers instead on profiles, structured product information and conversations with business-run agents.
OpenAI has also been expanding advertising. The company said in August that ChatGPT Ads had reached a $1 billion annualized revenue run rate. That figure is OpenAI’s stated run rate, not a report of ad revenue earned over a full year. The ability to sponsor a Business Agent ties the new business tools to that existing advertising effort.
Separate reports point to the scale and cost of the company’s expansion. The Information first reported third-quarter revenue of about $10 billion, and Bloomberg reported growth of nearly 50% from the prior 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 financial figures are reported, not audited public results.
Verification and Reach Remain Unclear
OpenAI has not explained exactly how businesses are verified, how profile and product information influences answers, or whether companies can improve their visibility by claiming a profile. It also has not disclosed the activity thresholds for insights, so businesses may not know when their data will appear or how much detail they will receive.
The company says it does not share user conversations with businesses, but has not provided further detail in the cited launch material about how privacy protections work across all features. It is also unclear how many companies will be eligible for Business Agents, how quickly access will expand beyond the United States, and whether the beta will change before a broader release. The cited reports on quarterly revenue and losses have not been confirmed through published financial statements.
The Beta’s Next Test
The next milestone is how the beta performs as businesses claim profiles, add product feeds and test agents with customers. OpenAI has not announced a public timeline for wider availability or specified when it will publish more information about eligibility, verification or reporting thresholds.
For now, businesses and users will be able to judge the features through their rollout and the information OpenAI makes available. The central questions are whether profiles improve the accuracy of business details in ChatGPT, whether the metrics help companies understand referrals, and how clearly sponsored agents remain distinct from ordinary recommendations.
Key Questions
What did OpenAI launch?
OpenAI launched Businesses in ChatGPT in beta on Nov. 10, 2026. It includes a Business Hub for claiming profiles, adding product information and viewing aggregated insights, along with Business Agents for eligible companies.
Can any business use a ChatGPT Business Agent?
At launch, OpenAI said Business Agents are limited to eligible e-commerce and online service businesses in the United States. The company has not provided a complete public eligibility list or a timeline for broader access.
Can companies pay to promote their agents?
OpenAI says businesses can sponsor a Business Agent as a destination for ChatGPT Ads. Sponsored placements are labeled, according to the company.
Does OpenAI share users’ chats with businesses?
OpenAI says it does not share users’ conversations or Business Agent chats with businesses. It says business insights are aggregated and appear only after activity reaches certain thresholds, though it has not specified those thresholds in the cited launch material.
Does claiming a profile guarantee that a business appears in ChatGPT answers?
No such guarantee was announced. The profile lets a business manage information and view some aggregated activity, but OpenAI has not said that claiming a listing ensures inclusion or higher placement in answers.
Source: ThorstenMeyerAI.com
