ChatGPT's Business Hub Is the First Search Console for AI Search: What It Shows and What to Do First

On 10 November 2026, OpenAI launched Businesses in ChatGPT, a beta programme that gives companies the closest thing AI search has had to Google Search Console. Through a dashboard called the Business Hub, a verified business can claim its profile in ChatGPT, correct the details ChatGPT shows, and see how many times ChatGPT mentioned it and how many people clicked through to its website. Any eligible business in a country where ChatGPT is available can claim a profile.

TL;DR: The Business Hub is free to claim for now and open worldwide, though some claims outside the US have gone to a waitlist. It reports mentions, profile views, website clicks and the top topics a business appears in, over 7-day and 28-day windows. It does not show prompts, individual chats or competitor data, and OpenAI says claiming a profile does not guarantee higher placement. The businesses that gain most will be the ones that claim early, fix their profile, and give ChatGPT a website worth citing and worth clicking.

What OpenAI Actually Launched on 10 November

Businesses in ChatGPT is a beta programme with three parts: the Business Hub, Business Agents, and sponsored placements tied to ChatGPT Ads. OpenAI positions it as a way for businesses "to connect with the 1.2 billion people who use ChatGPT each week," according to the launch announcement as quoted by PPC Land (11 November 2026).^[1] Reuters reported the launch on 10 November, describing it as a way for companies to claim and manage profiles, update information and track engagement.^[2]

The Business Hub is the management portal. A business claims its listing, passes verification, and can then update key details and add self-service product feeds with pricing and availability. A claimed profile shows a blue check, which OpenAI says signals that the profile "is managed by the actual business."^[3]

Business Agents are branded chat assistants. When a business appears in a ChatGPT answer, a user can open its profile and start a separate, labelled conversation with that business's agent, which answers from the guidelines, product and policy information the business supplies. Business Agents are limited for now to eligible e-commerce and online service businesses in the United States, per Reuters^[4].

Sponsored placements let a business use its agent as the destination for ChatGPT Ads. OpenAI says these placements are "clearly labeled and separate from ChatGPT responses." As of OpenAI's 21 October 2026 statement, ChatGPT Ads were available in 89 countries with more than 100,000 advertisers since launch^[5].

Why This Counts as a Search Console for ChatGPT

Google Search Console became essential because it answered two questions no other tool could: how often does Google show my site, and how often do people click? Until this week, AI search had no first-party answer to either. Businesses relied on referral traffic in analytics, which only counts the visits that arrive, and on prompt-testing tools, which estimate visibility from samples.

The Business Hub changes the source of the number. A mention count from ChatGPT itself is a measurement, not an estimate. That makes AI search a channel a business can report on monthly, next to Google, instead of a side experiment judged on anecdotes.

The comparison has limits, and they matter. Search Console shows the queries behind every impression. The Business Hub shows topics, not prompts, and withholds low-volume data. It is a search console with the query report removed, which tells you how visible you are but not exactly where.

What the Business Hub Dashboard Reports

The dashboard has a "Brand insights" tab with tiles for mentions, profile views and website clicks, a mentions trend chart, and a panel of the top five discovery topics, according to PPC Land's review of live dashboards and Search Engine Roundtable screenshots.^[6] Data can be viewed over 7-day or 28-day windows. Live dashboards shared on launch day showed "Data through Nov 9 (UTC)," which suggests roughly a one-day reporting lag.

• Mentions count how often ChatGPT surfaced the business. An OpenAI spokesperson told Digiday that for local businesses a mention is counted when ChatGPT shows a result for the location, and for online businesses when ChatGPT references the website. "Just naming the brand doesn't count."^[7]

• Website clicks are link clicks from supported ChatGPT surfaces. They are not completed visits or purchases, so a click in the Business Hub will not match a session in GA4 one for one. Expect the analytics number to be lower.

• Profile views count how often people opened the business profile. This tile appeared in OpenAI's example and in empty dashboards, but not in every live dashboard shared on launch day, so treat its availability as uneven during the beta.

• Discovery topics are, in OpenAI's words, "common themes across conversations where their website is cited." Each topic carries a mention count and a share of total mentions, which shows what ChatGPT associates the business with.

OpenAI's own example dashboard, for a fictional San Francisco toy shop, shows 15,356 mentions, 1,234 profile views and 5,432 website clicks over seven days, a click rate of about 35% of mentions. Real launch-day dashboards were far lower. One business, BuildUp Bookings, shared 690 mentions and 24 clicks over 28 days, a click rate of about 3.5%^[8]. The gap between those two figures is the most useful thing in this launch.

The Gap Between Being Mentioned and Being Visited

A business mentioned 690 times and clicked 24 times has a visibility problem it can now see. ChatGPT is putting the name in front of people, and almost none of them are choosing to visit. Before the Business Hub, that business would only have seen 24 visits in analytics and concluded that ChatGPT barely knew it existed.

The ratio of clicks to mentions points to a different set of fixes than the mention count alone. A low mention count means ChatGPT does not find enough reason to cite the business, which is a content and authority problem. A healthy mention count with a low click rate means the business is being cited but not chosen, which usually comes down to what the answer says about it and whether the page ChatGPT links to looks worth opening.

Discovery topics add the third diagnostic. If the top five topics are not the services a business sells, ChatGPT has learned the wrong things about it. A wedding photographer whose top topic is "camera repair" has a content gap, and the Business Hub just made it visible.

What the Business Hub Will Not Tell You

The Business Hub is deliberately limited, and planning around those limits avoids misreading the data.

1. No prompts or chats. OpenAI says, "We don't share users' conversations or Business Agent chats with businesses." Topics are a summary of themes, so a business cannot see the exact questions it won or lost.

2. No competitor data. An OpenAI spokesperson told Digiday that share of voice is not part of this beta. A business sees its own mentions with no benchmark against the competitors named alongside it.

3. Thresholds hide small numbers. Insights are "only available when there are enough conversations or interactions to meet certain thresholds," per OpenAI.^[9] OpenAI has not published the threshold, so smaller businesses may see an empty dashboard for some time.

4. No ranking boost. OpenAI's FAQ says claiming does not guarantee higher placement or sales, and ChatGPT continues to make independent recommendations. Claiming fixes accuracy and adds measurement. It does not buy visibility.

These gaps are why the Business Hub works best alongside prompt testing. The Hub tells you how much ChatGPT mentions you. Testing the specific questions your buyers ask tells you which ones you appear in, which ones a competitor wins, and why.

How to Claim Your Business in ChatGPT

OpenAI has not published a complete walkthrough, but early users and Search Engine Roundtable documented the flow on launch day.^[10] Expect some steps to change during the beta.

1. Search for your business in the Business Hub. Pick the existing entry with your street address, or create a new one. Early reports say launch-day claims were limited to businesses with a website, so have your domain ready.

2. Prove you have authority over the business. Verification options reported so far include a text or phone call to the business's main number and DNS verification on your domain. DNS is often the fastest route if you control your domain settings.

3. Wait for review. The claim status moves from "Claim received" to "Review in progress," and the decision arrives by email. Some claims outside the US were placed on a waitlist at launch.

4. Complete identity verification. PPC Land reports that a government-issued ID is required before you can edit business information or publish a Business Agent.

5. Shopify stores can take a shortcut. Connecting a Shopify store from the Business Hub or the Shopify admin streamlines verification and pulls products, pricing and availability from Shopify Catalog. A Shopify store is not required to claim a profile.

Enterprise customers and existing ChatGPT advertisers can also claim through their OpenAI representative.

What to Do This Week, Whether or Not Your Claim Is Approved

The businesses that benefit first will treat the Business Hub as a starting line, not a finish line. These steps hold up regardless of how the beta changes.

1. Claim your profile now. A profile can include information OpenAI gathers from other sources, and OpenAI does not verify every detail or resolve every factual dispute. Claiming early means you, not a stale directory listing, set the description, links and policies ChatGPT shows.

2. Make sure ChatGPT can read your website. ChatGPT search relies on OpenAI's crawler, OAI-SearchBot. Check that your robots.txt does not block it and that your host or CDN is not blocking OpenAI's traffic. Some dashboards show a "Website access" panel reading "Access confirmed," which is worth checking once you are in.

3. Make your website the anchor. ChatGPT builds answers from many sources, but your own website is the one you control. Pages that answer your buyers' real questions directly, with specific prices, processes and proof, give ChatGPT something it can cite by name.

4. Fix the page behind the click. Someone arriving from ChatGPT has already asked a question and been told about you. Send them to a page that answers that question in the first few lines and makes the next step obvious, or the click rate you just learned about will stay low.

5. Record a baseline today. Note your mentions, clicks, click rate and top topics on the day your dashboard goes live, alongside your current ChatGPT referral traffic in GA4. Every change you make from here is measurable only against that starting point.

How Strategi Uses the Business Hub for Clients

The Business Hub tells a business how often ChatGPT mentions it. Strategi works on the parts it leaves out: which buyer questions a business appears in, which ones a competitor wins, and which pages on the business's own website need to change to win them. We test the questions your buyers ask in AI search, build the pages that earn those answers, and report ChatGPT next to Google so you see both channels in one place.

If you want help claiming your profile, reading your first Business Hub numbers or closing the gap between mentions and clicks, start your free 7-day trial.

Businesses in ChatGPT is in beta, and details may change. We will update this guide as OpenAI expands it.