OpenAI launched Businesses in ChatGPT in beta on November 10, adding a place for businesses to claim and maintain their information. Canadian owners should distinguish that opportunity from Business Agents, whose initial rollout is narrower.
The practical first step is an information audit. Prepare accurate public details and assign an owner who can maintain them. Avoid committing to an agent launch before checking the account’s actual eligibility.
What does Business Hub add?
Verified businesses can manage details and provide product feeds with prices and availability. Business Hub also reports aggregated mentions, website clicks and discovery topics, subject to privacy thresholds. OpenAI says businesses do not receive users’ conversations or Business Agent chats. Official announcement
My recommendation is to treat this as a publishing responsibility. A product feed needs an owner, an update process and a way to detect stale inventory. A service business needs consistent descriptions of its service area, booking route and exclusions.
Start with a small source-of-truth document. Record the approved business name, website, contact route, current offerings and the person responsible for corrections. Compare it with the website before submitting information anywhere.
What should Canadian businesses check?
OpenAI allows eligible businesses where ChatGPT is available to claim through Business Hub. Business Agents initially serve eligible US ecommerce and online service businesses. These are separate access rules. Launch availability
For a Canadian company, check the verification flow for its own legal entity and location. Record what the account actually permits. Do not assume that completing a profile unlocks every capability described in a launch announcement.
For a company operating in several countries, decide which entity owns the information and which market each offering serves. Test that links reach the intended currency, delivery area and customer-support route.
How should owners interpret the insights?
Use discovery themes to identify questions that your public information answers poorly. OpenAI’s product page presents Business Hub as a way to keep details current and understand how a business appears.
A useful internal review asks whether customers can find clear answers about fit, availability and next steps. If a theme reveals confusion, improve the underlying page or catalogue entry and document the change.
Keep the measurement modest. Compare observed website visits with qualified enquiries and completed outcomes in your own systems. An increase in mentions alone does not demonstrate additional revenue or explain what caused a customer’s decision.
What responsibilities come with a Business Agent?
OpenAI’s Business Agents Policy requires authorized representation, accurate claims and clear AI disclosure. Verification alone does not establish eligibility. The policy also restricts unnecessary sensitive-data collection and requires explicit authorization for approved actions that share information or submit forms.
Before evaluating an agent, build a short answer set from approved sources. Include common questions, unknown information and situations that require a person. Review whether the answers preserve important fees, restrictions and exceptions.
For example, a customer asking whether a service is suitable should receive the business’s documented scope. A proposed agent should not invent a credential, promise a result or present a sales answer as independent professional advice.
A practical preparation checklist
- Confirm who is authorized to represent the business and maintain its information.
- Reconcile the website, catalogue and public contact details.
- Assign a correction owner and review schedule for changing offers.
- Check account-specific access before investing in agent implementation.
- Test links and enquiry destinations with non-sensitive test information.
- Review outcomes using evidence from the receiving system.
These are preparation recommendations, not a claim that FindMilan has verified your business or launched an agent for it. The beta’s features and eligibility should be checked again during implementation.
Our earlier ChatGPT Ads guide covers the advertising workflow. This launch adds a separate reason to review how business information is maintained.
My AI consulting service can help structure that information and evaluate customer-assistance workflows. The AI Web Awards project provides related context on building useful AI-enabled applications with clear boundaries.
Frequently asked questions
Can Canadian businesses claim their organization?
OpenAI says eligible businesses in locations where ChatGPT is available can claim through Business Hub. Confirm verification requirements for the specific organization.
Are Business Agents available in Canada at launch?
The November 10 announcement limits Business Agents to eligible ecommerce and online service businesses in the United States. Claiming a business and launching an agent have different eligibility rules.
Can a business read users' ChatGPT conversations?
OpenAI says the insights are aggregated and subject to thresholds, and businesses do not receive users' conversations or Business Agent chats.
Does verification guarantee Business Agent eligibility?
No. OpenAI's policy says business verification alone does not guarantee eligibility to publish an agent.