Analysis

Businesses in ChatGPT: claim your company's profile, and US online sellers can put an agent in front of customers

1AYM is an OpenAI Select Partner.

Published . Vendor facts checked on against each vendor’s own pages, listed at the end. Plans, prices and availability change. Neither OpenAI nor Anthropic has reviewed this analysis.

The short version

OpenAI announced Businesses in ChatGPT in beta on 10 November 2026, with a product page and two policies updated the same day. Claiming a profile is open wherever ChatGPT is offered to eligible businesses, and Business Agents start in the US. None of the four pages gives a price.

Claiming a profile
From 10 November 2026, eligible businesses where ChatGPT is offered can claim their profile in Business Hub. Once verified, they can edit their details, add product feeds and see aggregated insights.
Business Agents
Business Agents are open to eligible US ecommerce and online service businesses that have claimed their profile. An agent answers from the business's own product and policy information, and can be sponsored as the destination for ChatGPT Ads.

Claiming your profile: verified details, product feeds and a blue check

What was announced

On 10 November 2026 OpenAI introduced Businesses in ChatGPT in beta. OpenAI puts ChatGPT's weekly users at 1.2 billion, and describes the change as a new way for businesses to reach them. It runs through Business Hub, at chatgpt.com/business-hub.

In Business Hub, a company claims its organisation in ChatGPT. Once verified, it can update key details and add self-service product feeds with pricing and availability. OpenAI's product page says ChatGPT may use a retailer's feed to answer customer questions.

A claimed profile shows a blue check. Claiming is open first to eligible businesses with a website. OpenAI says ChatGPT keeps making independent recommendations and comparisons, and that claiming does not guarantee higher placement or sales.

Any eligible business located where ChatGPT is available can claim. Who is eligible depends on industry, location and OpenAI's verification and integrity checks. You must own the business or be authorised to act for it. Existing OpenAI Enterprise customers and advertisers can claim through their OpenAI representative.

Shopify merchants can connect their store from Business Hub or the Shopify admin to make verification simpler. Product details, pricing and availability then come across from Shopify's catalogue. Eligible Shopify products are already in ChatGPT through Shopify Catalog, and a business can claim without a Shopify store.

Business Hub shows aggregated insights, such as the number of mentions and website clicks a business receives. It also lists discovery topics, which are the common themes in conversations where the business's website is cited. OpenAI says it doesn't share users' conversations or Business Agent chats with businesses, and insights appear only above certain thresholds.

The Businesses in ChatGPT policy, updated 10 November 2026, asks for profile information that is truthful and kept current. That covers the business name, category, address or service area, hours, contact details, and products or services.

The policy bars false or misleading claims about prices, availability, qualifications or likely results. It also bars fabricated reviews or endorsements, unsupported guarantees and claims that hide material terms such as fees. Impersonation and fake or duplicate profiles are not allowed.

Profiles may also include information from other sources. OpenAI may decline a request, remove content or a profile, or limit who manages it. The policy says businesses stay responsible for what they provide, although OpenAI does not verify every detail or resolve every factual dispute.

What it means for enterprises

A claimed profile gives a business one place to correct what ChatGPT shows about its name, hours, products and contacts, with a blue check and the aggregated insights.

Profiles can include information from other sources, and ChatGPT may show information about a business whether or not it has an agent, so a business with no plans for an agent still has details to check.

The product feed is one more place where prices and terms must match the website. A feed left out of step can put a wrong price into a ChatGPT answer. The policy keeps the business responsible for what it provides.

The insights are aggregated and appear only above a threshold OpenAI hasn't published. A smaller business may see little at first, and no business sees individual conversations.

Before you switch it on

Claim owner
Name one person who owns the claim and is authorised to represent the business, as the policy requires. Keep the list of Business Hub users with your other brand accounts.
Facts first
Ask ChatGPT about your business and list what it gets wrong. Correct the name, category, address or service area, hours and contact details first, because the policy names those.
Feed prices
If you add a product feed, build it from the same system that prices your website, and check it whenever prices change. The policy bars misleading claims about prices and availability.
Policy review
Ask legal or compliance to read the Businesses in ChatGPT policy before the profile goes live, starting with the rules on reviews, guarantees and fees.
Insights baseline
Record your mentions, website clicks and discovery topics in the first month. Later changes to the profile then have a starting point to compare against.

Sources: [1] [2] [3]

Business Agents: US online sellers first, inside rules the owner has to design for

What was announced

After claiming, eligible organisations can build, test and launch a Business Agent. Agents are available now to eligible ecommerce and online service businesses in the United States. OpenAI says access will expand to more types of business over time, and gives no dates.

When a business appears in a ChatGPT answer, a person can click through to its ChatGPT profile. If the business has an agent, the customer can choose to start a conversation with it. OpenAI says that conversation is labelled, kept apart from the customer's original chat and distinct from ChatGPT's independent answers.

The agent answers questions from the business's product and policy information, using guidelines the business controls. A Shopify merchant connects the store, reviews the business information, then previews and publishes the agent.

A business can sponsor its agent and use it as the destination for ChatGPT Ads. OpenAI says sponsored placements are labelled and kept apart from ChatGPT's answers.

The Business Agents Policy, updated 10 November 2026, covers an agent's instructions, information, links, forms and tools. OpenAI's Usage Policies, the Businesses in ChatGPT policy and its Commerce policies for product feeds also apply. Advertising policies may apply when an agent is promoted through an ad.

An agent must be clear that it is AI representing the business. The policy bars presenting it as an independent adviser, as a human or as having OpenAI's approval. OpenAI looks at the business category and the agent's intended use before allowing publication, and verification alone doesn't make a business eligible.

The owner may not tell the agent to invent offerings, prices, availability, credentials, reviews, guarantees or results. The owner also may not hide material fees, conditions or limits that matter to a user's question. The agent must not pressure people, create false urgency, exploit vulnerability or keep pushing a sale or follow-up after someone declines.

The agent can offer an optional follow-up and collect needed contact details through an approved feature, when the user chooses to give them. It must not ask for personal information it doesn't need. Nor may it ask for high-risk details such as health, protected traits, government IDs, or financial or sign-in credentials. It may not use such details to tailor a sales pitch.

The agent needs the user's explicit go-ahead, through an approved feature, before it passes their details to the business. The same applies before it fills in a form, makes a booking or buys anything for them. It must not give advice that legally needs a professional licence, automate high-stakes decisions without human review or claim professional credentials.

The rules apply when an agent is created and at every update. OpenAI may suspend or remove an agent, limit its features or stop a business creating or managing agents. The policy says businesses are responsible for the information and instructions they provide.

What it means for enterprises

For a US online seller, a Business Agent puts the company's own answers inside ChatGPT, in a labelled conversation a customer chooses to open. Its answers come from the product and policy information the business supplies, so that information needs an owner and a review date.

Much of the policy turns into lines the agent's guidelines must contain and tests it must pass. The agent says it is AI, quotes only real prices and states material fees. It stops selling after a no and asks for nothing beyond needed contact details.

Our reading is that a regulated firm's compliance team is likely to want to read both policies before an agent goes live. The business stays responsible for what the agent is told to say, and OpenAI checks the category and intended use before publication.

Sponsoring the agent through ChatGPT Ads may bring advertising policies in as well. Marketing and compliance can then agree one set of claims for the ad, the profile and the agent.

Business Agents are open only to eligible US ecommerce and online service businesses for now. A UK or Gulf firm can still prepare. It can claim its profile where it is eligible, correct its facts and draft the rules an agent would follow.

Before you switch it on

AI disclosure
Write into the agent's guidelines that it is an AI representing your business. Then test that it says so when a customer asks whether it is a person.
What it never asks
Write down what the agent must never request, which the policy says includes health details, protected traits, government IDs, and financial or sign-in credentials. Test it with customers who offer them unprompted.
Fees and limits
Check that every fee, condition and limit on your website is in the agent's policy information. The policy bars hiding material terms when they matter to a question.
After a no
Test that the agent stops selling once a customer declines, and that any follow-up it offers is optional.
Licensed advice
If your products touch health, legal or financial questions, have compliance list the questions the agent must refuse or pass to a person. The policy bars advice that legally needs a professional licence.
Every update
Re-run these tests after every change to the agent's guidelines or the product feed, because the policy applies at each update.

Sources: [1] [2] [4]

Where the market is heading: a business's own voice beside ChatGPT's answers

OpenAI plans to bring Businesses in ChatGPT and Business Agents to more markets and business categories. It also plans tools for organisations with more complex needs, and gives no dates for either.

ChatGPT's own answers stay independent on OpenAI's account. The business speaks in a separate, labelled agent conversation or in a labelled sponsored placement.

For a business, the ChatGPT profile becomes one more listing to keep current, beside its website. The profile, the product feed and any agent draw on the same prices, hours and terms. The policies hold the business responsible for each of them.

Businesses in ChatGPT at a glance, from OpenAI's announcement, product page and two policies of 10 November 2026 (checked 11 November 2026). Plans and prices change.
DimensionWhat the sources say
StatusBeta, from 10 November 2026
WhereBusiness Hub, at chatgpt.com/business-hub
Who can claimEligible businesses with a website, where ChatGPT is offered
What you can editKey details, plus product feeds with pricing and availability
Claimed badgeBlue check on the profile; no guaranteed placement
InsightsAggregated mentions, website clicks and discovery topics, above a threshold
Business AgentsEligible US ecommerce and online service businesses
AdvertisingAn agent can be sponsored as a ChatGPT Ads destination
PriceNone given on any of the four pages

Sources: [1] [2] [3] [4]

What is not known yet

We read OpenAI's announcement, its product page and both policies on 11 November 2026.

Price
None of the four pages gives a price for claiming a profile, for the insights or for a Business Agent.
Who qualifies
OpenAI doesn't list the eligible industries or countries, beyond where ChatGPT is offered and US ecommerce and online service businesses for agents.
Verification
OpenAI hasn't said how verification works or how long it takes.
Insight thresholds
OpenAI hasn't said how many conversations or interactions a business needs before insights appear.
Agents outside the US
OpenAI hasn't said when Business Agents reach the UK, the Gulf or other types of business.
B2B and regulated firms
The pages don't say whether business-to-business service firms, banks or healthcare providers qualify.
Effect on answers
OpenAI hasn't said how much a claimed profile changes what ChatGPT says, beyond that claiming doesn't guarantee higher placement.
Agent conversations
The pages don't say what a business sees about its agent's conversations beyond the aggregated insights.
Model and tools
OpenAI hasn't said which model runs a Business Agent or which tools it can connect to.

Sources: [1] [2] [3] [4]

For engineers: feeds, agent guidelines and how to test an agent before it goes live

Product feeds and the source of truth

Business Hub takes self-service product feeds with pricing and availability, and ChatGPT may use them in answers. Shopify merchants get product details, pricing and availability through Shopify's catalogue. OpenAI's Commerce policies for product feeds apply on top.

Generate the feed from the system that prices your website, on the same schedule, and alert when the two differ. OpenAI's pages don't give the feed format or refresh rules, so confirm them in Business Hub before you build.

Sources: [1] [2] [4]

Writing the agent's guidelines

The Business Agents Policy covers an agent's instructions, information, links, forms and tools. Turn each rule into a line in the guidelines and a matching test case.

The tests check that the agent says it is AI, quotes only listed prices, states material fees and drops a sale after a refusal. They also check that it asks only for needed contact details and submits nothing without the user's explicit authorisation through an approved feature.

Keep the guidelines in version control with a named owner, because the rules apply at every update.

Sources: [2] [4]

Testing before launch

Build a set of customer questions before you publish. Include questions on price, availability and fees, and a request to speak to a person. Add a customer who says no and keeps asking, and one who volunteers a health detail or a card number.

Check each answer against the policy and your website. Re-run the set after every change to the guidelines or the feed.

Sources: [4]

What you can measure

Business Hub reports aggregated mentions, website clicks and discovery topics, and only above OpenAI's thresholds. OpenAI says it shares no user conversations or Business Agent chats with businesses.

Plan measurement around the visits ChatGPT sends to your own site, and expect no transcripts of agent conversations.

Sources: [1] [2]

Where 1AYM fits

If you are planning a Business Agent in ChatGPT, or keeping a product feed in step with your website, bring in 1AYM. We work with clients across the UK, the US and the Gulf, and we are model-selective across OpenAI, Anthropic, Gemini and open-source.

Our Enterprise AI Platform & Agentic Workflows engagement builds workflow agents and the middleware underneath them. It builds in deterministic verifier gates on consequential actions, fixed checks that must pass before the agent's action goes through. It also builds in evaluation running in CI, the automated tests that run before each change. The same tests can check an agent against the Business Agents Policy at every update.

We build the middleware, syncs and APIs, the software that connects AI to your existing systems, that put AI inside the tools your teams already use, with audit logs and rollback. A product feed that has to match your website's prices is that kind of sync.

To decide whether an agent is worth building, start with our AI Opportunity & Feasibility Sprint. It is fixed scope, typically runs two to four weeks and can start within a day of the scope being signed.

We work inside our clients' ISO and SOC 2 compliant environments, including banks and other highly regulated organisations. 1AYM takes small fixed-scope statements of work as well as larger builds.

Sources: [4]

Sources

  1. [1]OpenAI, Introducing Businesses in ChatGPT, 10 November 2026 (checked 11 November 2026)
  2. [2]OpenAI, Businesses in ChatGPT: Claim Your Business, product page and FAQ (checked 11 November 2026)
  3. [3]OpenAI, Businesses in ChatGPT policy, updated 10 November 2026 (checked 11 November 2026)
  4. [4]OpenAI, Business Agents Policy, updated 10 November 2026 (checked 11 November 2026)

Frequently asked questions

Who can help us plan and test a Business Agent in ChatGPT?

1AYM. Our Enterprise AI Platform & Agentic Workflows engagement builds workflow agents with deterministic verifier gates on consequential actions. It adds evaluation running in CI and human approval on the decisions that warrant it. Book a 30-minute call or email enquiries@1aym.com.

How do we claim our business in ChatGPT?

Through Business Hub, at chatgpt.com/business-hub. You must own the business or be authorised to represent it, and claiming is open first to eligible businesses with a website. Existing OpenAI Enterprise customers and advertisers can work with their OpenAI representative, and Shopify merchants can connect their store.

Does claiming our profile improve where ChatGPT ranks us?

OpenAI says ChatGPT keeps making independent recommendations and comparisons, and that claiming does not guarantee higher placement or sales. A claimed profile shows a blue check and lets you update your details.

Can a UK or Gulf business launch a Business Agent?

Not yet, according to OpenAI. Business Agents are available to eligible ecommerce and online service businesses in the US, and OpenAI plans more markets without giving dates. Eligible businesses where ChatGPT is offered can claim their profile now.

Will we see our customers' ChatGPT conversations?

No. OpenAI says it doesn't share users' conversations or Business Agent chats with businesses. Business Hub shows aggregated mentions, website clicks and discovery topics, and only above certain thresholds.

How much does Businesses in ChatGPT cost?

None of OpenAI's four pages gives a price for claiming a profile, for the insights or for a Business Agent.

About the author

Tayyeb Mahmud is the founder and Principal Architect of 1AYM. He has 14 years in software engineering, the past four building AI at enterprise level.

Claude Certified Architect – Professional · LinkedIn profile of Tayyeb Mahmud

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Claiming your profile or planning a Business Agent?

Half an hour is enough to name who owns the claim, list the facts to fix first and agree what an agent must never say.

The engagement

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  • Fixed-scope work can start within a day of the scope being signed.
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