By the Mayab Media Team
For two years, the honest answer to "how often does ChatGPT mention us?" has been a shrug. You could pay a tracking tool to fire sample prompts at it, or squint at referral traffic and hope. Nobody had the real number.
That may be about to change. On November 6, Search Engine Roundtable reported that OpenAI is building a business-facing tool that looks a lot like Search Console for ChatGPT. It was spotted by Juozas Kaziukėnas, who shared a screenshot on LinkedIn and says he first saw early traces of it in August. A banner he saw suggests it's getting close to launch.
OpenAI hasn't confirmed any of this, so treat everything below as a preview built from screenshots, not a spec.
What the screenshots show
The dashboard reportedly sits inside a larger feature called Business Hub. From what Kaziukėnas described, it does three jobs:
- Shows how your business turns up in ChatGPT conversations: impressions (times you appeared in a response) and clicks to your website, charted by day.
- Lets you keep your products and business details current, so ChatGPT isn't working from stale information.
- Lets a business agent answer customer questions using context you supply.
Access is reportedly limited to owners who verify the business. The one verification route mentioned so far is connecting a Shopify store. If you're on WooCommerce, Squarespace or a custom build, we simply don't know yet. Watch this part.
It also appears to be separate from ChatGPT ads, so this is about the organic answers, the ones you can't simply buy your way into.
Why the timing matters
Two days before the leak, OpenAI put a number on the table. In a November 3 interview with Big Technology, ChatGPT consumer product lead Adam Fry said ChatGPT's search-like query volume is now roughly one-fifth of Google's. He also said weekly users went from 1 billion to 1.2 billion in about 60 days.
Big number. Read the fine print, though.
Fry counts any question that makes ChatGPT go search the web as a search. That's a looser definition than a Google query, and it isn't independently verified. We wouldn't move budget because of it. But even if the real figure is half that, it's a channel you can't measure properly today, and that's the part that should bother you.
What it won't tell you (and why that matters)
Here's the catch. According to the post, the dashboard shows no prompt data, no user data and no competitor benchmarks or rankings.
So you'll see that you appeared 3,000 times last Tuesday. You won't see what people asked.
That's roughly Search Console with the Queries tab ripped out. Useful for trends. Weak for diagnosis. If impressions drop by a third after you change your pricing page, you'll know something happened, but you'll be guessing at why. Frustrating.
Still, it beats what most businesses have. Third-party AI visibility tools run their own prompt lists, which means they measure the questions someone at the vendor thought of, not the ones your customers type. First-party impression counts from OpenAI, even without queries, are a better baseline than that.
And the click number gives you something you can sanity-check. Say the dashboard shows 4,000 impressions and 60 clicks in a month. That's a 1.5% click rate (hypothetical numbers, to be clear). Now compare those 60 clicks with what GA4 records from ChatGPT for the same month. If GA4 shows 25, you've got an attribution gap worth chasing before you report anything to your boss.
The business agent is the part we'd be careful with
An agent that answers questions about your business "with context you control" sounds great in a demo. In practice, someone has to own that context. Prices change, service areas shift and return policies get rewritten every so often. If the agent tells a customer you offer free installation because an old FAQ said so, that's on you, not on OpenAI. Not a fun call.
We'd turn it on only after someone on your team has written down exactly what it's allowed to say, and has a calendar reminder to review it monthly. Skip it entirely if nobody will maintain it.
What we'd do this week
You don't need to wait for the launch to get ready. A short list:
- Record a baseline now. In GA4, go to Reports, then Acquisition, then Traffic acquisition, and filter Session source for chatgpt. Note the last 90 days of sessions and conversions. When the dashboard arrives, you'll want a before.
- If you sell on Shopify, check who in your company controls the store owner account. Verification will likely run through it, and you don't want the login sitting with a freelancer who left last year.
- Clean up your product and business details on your own site first: names, prices, hours, what you actually offer. Anything you feed a Business Hub should match what your pages say.
- Draft the agent's guardrails before you have the agent. One page. What it can promise, what it must hand to a human.
- Ignore any vendor who claims early access or guaranteed placement. Nothing here has been confirmed by OpenAI.
None of this costs much. Most of it is housekeeping you should've done for Google anyway.
ChatGPT is about to hand you a rough speedometer for AI search, so make sure your site is worth arriving at when the clicks show up.
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