ChatGPT Business Hub: what Indian brands should do now
OpenAI has opened a beta called Business Hub that lets companies claim a business profile inside ChatGPT, correct their details and see how often ChatGPT mentions them. It announced the beta on 10 November 2026. For the first time, a brand gets first-party numbers on its visibility in an AI assistant. Indian brands should prepare their details now, even though eligibility outside the US is still unclear.
What changed
TechCrunch's report and PPC Land's breakdown describe three parts:
- Business profiles. A verified listing where you can fix facts about your company and add product feeds with prices and availability. OpenAI says ChatGPT "may use" this information when it answers questions. That means it can use it, not that it will.
- Business Hub insights. A dashboard showing mentions, profile views, website clicks, a trend chart for mentions and your top five "discovery topics", over 7-day and 28-day windows.
- Business Agents. A branded assistant that ChatGPT users can chat with about your products. At launch it is limited to eligible e-commerce and online-service businesses in the United States.
The whole product is labelled beta. TechCrunch notes that OpenAI also retired its earlier Instant Checkout effort in March 2026, so treat this as a new experiment, not a settled channel.
How claiming works
According to PPC Land, you search for your business, then prove you have the authority to represent it. The reported options are a call or text to the main business number, or DNS verification. A review follows, and the decision arrives by email. Editing details or publishing an agent also needs government ID verification. Shopify merchants can connect their store directly. OpenAI has not published a full list of countries, and PPC Land saw at least one claim from outside the US put on a waitlist on launch day.
What it means for Indian brands
This is the first real measurement for AI visibility. Until now, agencies (us included) estimated AI visibility by running sample prompts and counting citations. A mentions number from OpenAI itself is better than anything a third-party tool can scrape. Even so, read it carefully:
- Website clicks are not visits. OpenAI counts the click. Your GA4 counts the session. Expect a gap, and look at the "chatgpt.com" referral in GA4 alongside it.
- Prompts are not shared. You see topics, not the questions people actually asked. The data also appears only above a threshold OpenAI hasn't disclosed, so a small D2C brand may see nothing at first.
- Definitions are still moving. PPC Land found that the announcement and the sign-up page describe "discovery topics" differently. Don't build a monthly KPI on it yet.
Your profile now matters in ChatGPT the way your Google Business Profile matters on Maps. If a Pune clinic's timings or a Jaipur jewellery brand's price range are wrong across the web, ChatGPT can repeat the mistake. A claimed profile gives you a way to correct it. The work is the same as the Google Business Profile checklist we run every 30 days: consistent name, phone, address, hours and categories everywhere.
The profile does not replace earning citations. ChatGPT still builds answers from the open web. As we argued in GEO isn't SEO with a new name, getting cited depends on being the clearest source on a narrow question. A profile fixes facts. It doesn't make you the answer.
Who should move first
| Business type | Priority | Why |
|---|---|---|
| D2C on Shopify | High | Direct store connection, product feed with ₹ prices |
| Multi-city services (clinics, coaching, real estate) | High | Wrong hours and locations cost leads |
| B2B SaaS | Medium | Mentions data is useful for category queries |
| Local single-outlet business | Low for now | Likely below the data threshold |
What to do this week
- Try to claim your profile through Business Hub. If you are put on a waitlist, note the date and check again in two weeks.
- Prepare verification. Make sure the main number listed on your website and Google profile actually rings at the office. Have DNS access ready, either your developer or your domain registrar login.
- Write a one-page "brand facts" sheet covering legal name, founding year, cities served, price bands in ₹, top 10 products, hours and support contacts. You'll paste from it into ChatGPT, Google and Bing.
- Run 10 prompts in ChatGPT that a buyer would ask, such as "best ayurvedic skincare brand under ₹500" or "IVF clinic in Whitefield with weekend timings". Screenshot what it says about you now, so you have a baseline before the profile goes live.
- Check the ChatGPT referral in GA4. Find chatgpt.com under Traffic acquisition → Session source. That number is what you'll compare against Hub clicks.
- Tighten your three most-cited pages using quotable, answer-first paragraphs.
FAQ
Is ChatGPT Business Hub free?
OpenAI has not announced any fee for claiming a profile or publishing an agent. Separately, a business can pay to sponsor its agent as a ChatGPT ad destination. That is part of OpenAI's ad product, not the profile.
Can Indian businesses claim a ChatGPT profile?
OpenAI says any eligible business in a market where ChatGPT is available can apply, subject to checks. It hasn't published a country list, and early reports show non-US claims being waitlisted. Business Agents are US-only for now. Treat India access as unconfirmed.
Will claiming a profile improve my ranking in ChatGPT?
OpenAI only says ChatGPT may use profile information. Nothing confirms that a claimed profile gets preference in answers. Its value is accuracy and measurement, not ranking.
Does this replace Google Business Profile?
No. Google still drives far more local discovery in India. Keep your GBP current and treat ChatGPT as a second place where the same facts must be correct.