The short answer
Yes. On November 10, 2026, OpenAI launched Businesses in ChatGPT in beta. Through a new Business Hub, you can claim your business, update its details and see how often ChatGPT mentions it. A claimed profile gets a blue check.
We first published this post on November 8, when the feature was a single leaked screenshot and the answer was "not yet." We said we'd update it when OpenAI announced. Here's what actually launched, the limits that matter, and what to do this week.
What launched
Three pieces, all inside Business Hub:
- Claim and edit. Once verified, you can update key business details. Retailers can add product feeds with pricing and availability. Shopify merchants can connect their store to speed up verification, but you don't need Shopify to claim.
- Insights. You see how many times ChatGPT mentions your business, how many clicks your website gets, and "discovery topics," the common themes across conversations where your site is cited. OpenAI says the numbers are aggregated and only appear once there are enough conversations to meet its thresholds. You never see individual chats.
- Business Agents. An AI agent that answers questions about your offerings, in a conversation that's labeled and kept separate from ChatGPT's own answers. You can also sponsor your agent and use it as the destination for ChatGPT Ads.
The fine print that matters
Claiming won't change where you show up. OpenAI's FAQ says ChatGPT keeps making independent recommendations and that claiming "does not guarantee higher placement or sales." Treat the Hub as a way to correct and measure, not a way to rank.
Claiming isn't open to everyone either. OpenAI says eligibility depends on industry, location and its verification checks, and that claiming is initially limited to businesses with a website.
Agents are the narrowest part. They're live only in the US, and only for eligible ecommerce and online service businesses. A contractor, clinic or restaurant isn't in that list. OpenAI's agent policy also says verification alone doesn't guarantee agent access and that it may defer whole categories. If you run a local service business, plan on claiming and reading insights now, and on an agent later.
What changed from what we reported on November 8
- The metric is mentions, not impressions. The early screenshot coverage used "impressions." OpenAI's launch uses mentions and website clicks.
- You get some of the "why." We said the dashboard wouldn't show which questions you're missing from. Discovery topics get partway there: conversation themes, not the actual prompts. OpenAI's announcement doesn't mention competitor benchmarks.
- Agencies have a path. We said nothing confirmed agency access. OpenAI now says you must own the business or be authorized to represent it. It hasn't said how one partner manages several businesses.
Four things to do this week
None of these depend on getting an agent, so they apply whether or not you qualify for one.
1. Claim it under a login the business owns
Claim from a company account, not a personal email and not your agency's account. Then add your marketing partner as an authorized representative. It's the same rule as a Google Business Profile: the asset belongs to the business, and access gets granted from there. If you have an agency, confirm today who holds the logins to your other properties, too.
2. Fix your facts everywhere ChatGPT reads them
The Hub lets you correct your details. It doesn't stop ChatGPT from reading your website, your listings and what other sites say about you.
We tested this on ourselves. On October 22, 2026 we ran 26 questions through ChatGPT (web, logged out, search on, one new chat per question). In all three answers where ChatGPT found us, it used a company name we no longer use, one that an old page title of ours still carried at the time. Fix your name, services and locations on your site and on the directories ChatGPT cites. A claimed profile will still compete with what's already indexed.
3. Make sure ChatGPT can read your site
OpenAI's crawler documentation says OAI-SearchBot is the bot that surfaces websites in ChatGPT's search features, and that sites opted out of it won't be shown in ChatGPT search answers, though they can still appear as navigational links. A blocked site gets a dashboard full of zeros.
This isn't rare. In the LVL3 Home Services Growth Index, 13 of the 464 home services websites we crawled on October 20, 2026 blocked an AI crawler in robots.txt (2.8%). Another 37 sites (8%) had servers that refused a request carrying an AI crawler's user agent. Treat that 8% as a ceiling, since some of those refusals may be anti-spoofing rules a verified bot would pass. But a refusal at the server never shows up in robots.txt, so check both.
4. Keep your own baseline
Hub insights only appear once you clear OpenAI's volume thresholds, so a smaller business may see little at first. Even with data, discovery topics are themes, not questions. Write down the 20 to 30 questions a buyer would ask ChatGPT before choosing a business like yours, run them on a schedule, and record who gets named and cited. Our own first run came back with zero mentions on 22 of 22 non-brand questions. That number is what makes the first-party chart readable.
How we plan to use it
We'll read Business Hub the way we read Search Console: the source of truth for counts, next to our monthly citation runs that explain the movement. And we'll hold off on sponsoring an agent for any client until the unpaid version has shown it answers questions accurately.
Sources
- OpenAI, "Introducing Businesses in ChatGPT," openai.com, November 10, 2026.
- OpenAI, "Businesses in ChatGPT" product page and FAQ, openai.com/business/businesses-in-chatgpt, accessed November 10, 2026.
- OpenAI, "Business Agents Policy," openai.com/policies/business-agents-policy, updated November 10, 2026.
- OpenAI, "Overview of OpenAI Crawlers," developers.openai.com/api/docs/bots, accessed November 8, 2026.
- Barry Schwartz, "OpenAI Working On ChatGPT Tools For Business For Analytics & Citations," Search Engine Roundtable, November 6, 2026 (the pre-launch report this post first drew on).
- The LVL3 Home Services Growth Index 2026: 464 operator websites crawled October 20, 2026. robots.txt blocks and server refusals are what the crawl could detect on each site.
- LVL3 AI citation run, day zero: 26 questions run through ChatGPT on October 22, 2026, logged out, web search on, one new chat per question, from a Phoenix location.