# Businesses in ChatGPT Explained: How to Claim a Brand and See When ChatGPT Cites It

Learn how to claim a business in ChatGPT, verify ownership, interpret 28-day mentions and clicks, and decide whether to publish a Business Agent.

Canonical URL: https://aiidelist.com/blog/businesses-in-chatgpt

Language: en

Published: 2026-11-11

Updated: 2026-11-11

## Key Takeaways

- **Businesses in ChatGPT** gives eligible owners a way to update their business information and see how often ChatGPT mentions their business or sends people to their website. OpenAI launched the program in beta on November 10, 2026.
- **A mention depends on the type of business.** For an online brand, ChatGPT must reference its website. For a local business, showing the location in a result can count even if the customer never opens the listing.
- **Business Hub and Business Agents have different eligibility rules.** A verified business can use available insights without publishing an agent or buying ads. At launch, agents are available to eligible US ecommerce and online service businesses with a website.

## What is Businesses in ChatGPT?

A shopper asks ChatGPT which carry-on suitcase fits an airline's cabin limit. ChatGPT compares several brands and references a luggage retailer's website. The retailer can see that kind of activity in **Business Hub**. If the shopper then opens the retailer's profile, a published **Business Agent** can answer a follow-up question about the bag's dimensions, including its wheels.

The distinction matters. The first answer is ChatGPT's independent comparison. The second is a clearly labeled conversation with AI representing the retailer. Claiming a business gives its owner a way to supply accurate information. OpenAI makes no promise of higher placement, and buying a sponsored agent placement does not influence ChatGPT's independent answers. [OpenAI's launch announcement](https://openai.com/index/introducing-businesses-chatgpt/)

## Who can claim a business in ChatGPT?

An owner or authorized representative can apply where ChatGPT and the required verification methods are available. The available options also depend on the business type. An Enterprise agreement, an advertising account and a Shopify store are all optional. [Business Hub eligibility and setup](https://help.openai.com/en/articles/20001635-setting-up-your-business-on-chatgpt)

| Business situation | What the beta supports |
|---|---|
| Online business without a listing | An eligible business may see an option to add itself after searching by name. |
| Local store or restaurant | At launch, it can claim an existing US location listing. |
| Parent company with several brands | Each distinct brand is managed separately. Claiming the parent brand does not claim its locations. |
| US ecommerce or online service business with a website | It may also qualify to publish an agent. OpenAI considers the industry and what the agent will do. |

## How to claim and verify a business in Business Hub

1. **Find the right listing.** Sign in to [ChatGPT Business Hub](https://chatgpt.com/business-hub), search for the business by name and confirm the account that will manage it. If someone has already claimed the profile, use **Dispute ownership** from the profile menu. A locked listing has a **Contact support** option.
2. **Prove the connection to the business.** Choose one of the methods offered for that listing. Options can include a business phone, business email, website domain or Shopify. For domain verification, copy the supplied `TXT` record's host and value into the domain's DNS settings, then return to Business Hub and select **Verify domain**.
3. **Complete Persona verification.** Claim approval grants access to the business in the hub. Persona approval unlocks insights, profile updates, product feeds and agent setup where eligible. Have the official business registration details and proof of authority ready. The blue verification badge appears after approval.

One detail matters for a new launch. When Persona is used to create a new profile, OpenAI's approval automatically publishes that profile. A business preparing an announcement should have its public details ready before submitting. Its agent has a separate preview and publish step. [OpenAI's verification and publishing instructions](https://help.openai.com/en/articles/20001635-setting-up-your-business-on-chatgpt)

## What ChatGPT mentions, website clicks and discovery topics measure

Business Hub Insights covers the **past 28 days**. The three signals answer different questions. [OpenAI's definitions of profile insights](https://help.openai.com/en/articles/20001635-setting-up-your-business-on-chatgpt)

| Signal | What it measures | How to use it |
|---|---|---|
| Mentions | Website references for online businesses, or appearances of a location result for local businesses | Track the same brand over time. A comparison between a software company and a restaurant uses different counting rules. |
| Website clicks | Clicks through to the business website | Compare with visits and completed actions recorded on the site. A click alone says little about whether the visitor signed up or bought anything. |
| Discovery topics | Recurring themes in answers that cited or mentioned the business | Identify a subject that deserves a clearer product page. Individual prompts, search volumes and customer conversations remain private. |

**Why the 28-day window matters.** Suppose a retailer records 400 mentions on November 30 and 450 on December 7. The newer window contains 50 more reported mentions, but 21 of its 28 days overlap with the earlier window. Adding the totals would count most of the period twice. For a clean period comparison, record snapshots 28 days apart and retain the date of each reading. If a field is blank, record it as unavailable. OpenAI lists reporting thresholds, collection delays and unavailable reporting as possible causes.

## How Business Hub compares with Google Search Console

Google Search Console can show the query that surfaced a page, its impressions, clicks, click-through rate and average position. Business Hub shows the themes in ChatGPT answers where a business appeared. Dividing website clicks by mentions and labeling the result *search CTR* would give a familiar name to a different calculation. [Google's Search performance metric definitions](https://support.google.com/webmasters/answer/7576553/performance-report-search)

Consider a hypothetical AI video service that sees *image-to-video pricing* among its discovery topics. That theme suggests a specific page improvement. For each supported model, the service could show what a five-second clip costs, which resolution that price buys and whether a failed generation consumes credits. The topic alone cannot reveal which of those questions customers asked.

The operator can then compare three observations over the same dates: whether the theme continues to appear in Business Hub, whether visitors attributed to ChatGPT reach the pricing page, and whether those visitors complete a first generation. That last measure is especially useful for a free tool, where a signup can occur before the visitor experiences the product. The comparison can guide the next edit without attributing an individual sale to a private conversation.

## What retailers should put in a product feed

A retailer can connect its Shopify catalog or submit a supported product feed with prices and availability. For a hosted CSV, the URL should lead directly to the feed file. Check a discounted item and an out-of-stock variant against their actual product pages before submission. Those two checks can expose errors that a review of product titles will miss. [OpenAI's business profile and feed overview](https://openai.com/business/businesses-in-chatgpt/)

A sale ending at midnight illustrates a less obvious issue. OpenAI's feed specification calls for the current price and stock state. An uploaded sale-end date does not schedule a price change. The merchant should refresh the feed when the promotion ends. For a US dollar price, the documented format is a decimal amount followed by a currency code, such as `49.00 USD`. [OpenAI's product feed specification](https://developers.openai.com/commerce/specs/file-upload/products)

## What a Business Agent can answer

A Business Agent is useful when a buying decision turns on a detail buried in a catalog, pricing page or policy. It can compare two models, explain a return exception or direct a customer to the right page. In the launch version, purchases, bookings and order lookups take place on the business website. A separate ChatGPT plugin does not give the agent access to its tools or data. Businesses also do not receive individual agent conversations. [Business Agent capabilities and privacy](https://help.openai.com/en/articles/20001635-setting-up-your-business-on-chatgpt)

Before publishing, a retailer can preview the agent with three questions that have verifiable answers:

- **A product detail:** *Does the listed cabin-bag height include the wheels?* Check the answer against the specification for that exact model.
- **A policy exception:** *Can a customer return a discounted bag after opening the packaging?* Check both the sale-item rule and the condition requirement.
- **An account-specific request:** *Where is the order placed yesterday?* The agent should direct the shopper to the correct order lookup page. It has no basis for supplying a delivery date.

If a test fails, identify what is missing. An absent wheel measurement calls for better product data. A correct return policy applied to the wrong item calls for clearer instructions and another preview. OpenAI requires agents to represent the business accurately and disclose material conditions relevant to a customer's question. [Business Agents Policy](https://openai.com/policies/business-agents-policy/)

## Conclusion

Start with one brand and one question customers already ask. Claim its profile in [ChatGPT Business Hub](https://chatgpt.com/business-hub), complete verification and record the first available 28-day figures. Use a discovery topic to choose one page worth improving. If the brand qualifies for an agent, use that same customer question as its first preview test. A correct answer, a working link and a clear next step give the business a concrete standard for publication.