OpenAI Launches Businesses in ChatGPT in Beta: Any Eligible Business Located Where ChatGPT Is Available Can Claim a Profile, While Business Agents Are Limited to Eligible U.S. Ecommerce and Online Service Businesses; the Post Gives No Prices, Fees or Insight Thresholds, and the 1.2 Billion Weekly Users Figure Is OpenAI's Own

On November 10, 2026, OpenAI introduced "Businesses in ChatGPT" in beta. The date is the one printed on the OpenAI page. OpenAI says the product gives businesses a new way to connect with "the 1.2 billion people who use ChatGPT each week", a figure that is OpenAI's own and that the post does not source. The launch has two parts. The first is Business Hub, where a business can claim its presence in ChatGPT, manage its information and see how people engage with it. The second is Business Agents, a way for a business to talk with users inside ChatGPT. Business Agents start only for eligible ecommerce and online service businesses in the United States.

In Business Hub, a company claims its organization in ChatGPT. Once verified, it can update key details and add self-service product feeds with pricing and availability. OpenAI says this gives businesses a way to supply ChatGPT with accurate and current details, so that people exploring products and services see them. On who can claim, the post says any eligible business located where ChatGPT is available can do so through Business Hub. Existing OpenAI Enterprise customers and advertisers can work with their OpenAI representative. Shopify merchants can connect a store from Business Hub or the Shopify admin, which OpenAI says streamlines verification, and eligible products from Shopify merchants are already in ChatGPT through Shopify Catalog. For Business Agents, the post points to a linked page on eligible categories. That page was not read for this report, so those categories are not stated here.

Business Hub also gives aggregated insights. These include the number of mentions and website clicks a business receives, and "discovery topics", which are common themes across conversations where the business's website is cited. OpenAI draws a privacy line: it says it does not share users' conversations or Business Agent chats with businesses. Insights are aggregated and appear only when there are enough conversations or interactions to meet certain thresholds. The post does not give the thresholds. A small business with few mentions may therefore see no data at all, but the post does not say so directly, so this is an inference from the wording and not a stated rule.

Claiming a profile does not by itself open the door to a Business Agent. The post says that after claiming, eligible organizations can build, test and launch one, and for now Business Agents are available only to eligible ecommerce and online service businesses in the United States. When a business appears in a model response, a person can click to open the business's ChatGPT profile. If a Business Agent exists, the person can choose to start a conversation to explore the offering and ask follow-up questions. OpenAI's example is someone comparing two products who asks about the differences and which features fit their needs. The post says the Business Agent conversation is clearly labeled, separate from the person's original ChatGPT conversation and distinct from ChatGPT's independent answers. That separation matters, because the Business Agent speaks for the business and not for ChatGPT.

Money enters the picture here. Businesses can sponsor their Business Agent and use it as the destination for ChatGPT Ads to reach more potential customers. OpenAI says sponsored placements are clearly labeled and separate from ChatGPT responses. The post does not state prices for ads, fees for Business Hub or Business Agents, or whether claiming a profile is free. It does not say how a business is ranked in a model response either, so the post gives no basis to claim that claiming a profile or sponsoring an agent changes how often a business appears in ChatGPT's own, unsponsored answers. The extra reach it mentions comes through labeled ads, and the post gives no measured gain for it. OpenAI only says the products "strengthen how people discover and interact with businesses in ChatGPT through broader business coverage, up-to-date information, and the ability to connect with a business through its Business Agent".

On scope, the post is careful about what is live. Businesses in ChatGPT is a beta. Business Agents are available now to eligible ecommerce and online service businesses in the United States. OpenAI says it plans to expand Businesses in ChatGPT and Business Agents to more markets and business categories over time, and to build tools for organizations with more complex needs. It gives no dates and no list of countries. The post includes images whose captured descriptions (alt text) name a business called Colorful Clatter and describe a claim screen, an insights dashboard, a verified profile and a Business Agent answering a gift question. This report read only that text and did not view the images, so it cannot confirm what they show. Nothing in the text presents them as measured results.

Several things the text does not tell the reader are worth stating plainly. It gives no count of businesses that have claimed a profile, no evidence that Business Agents give accurate answers or raise sales, and no description of how product feed data is checked before ChatGPT uses it. It also does not describe what a user sees when a business has not claimed a profile. These absences apply to the text of this one page. Other OpenAI documents may cover them. This report did not read them.

For a business owner, the practical points are limited and concrete. Claiming a profile and adding a product feed is open to eligible businesses where ChatGPT is available. A Business Agent is a separate step: for now it is open only to eligible ecommerce and online service businesses in the United States, and claiming a profile alone does not qualify a business. Ads are tied to a sponsored Business Agent and are labeled. For readers who use ChatGPT to shop, the visible change is that a business name in an answer can lead to a profile and, where one exists, to a separate, labeled conversation with that business's agent. Whether that conversation is as reliable as an independent answer is a question the post does not answer, and users should treat a Business Agent's statements as the business's own claims.