Brands have spent the last year asking a surprisingly difficult question:
How often does ChatGPT actually mention us?
OpenAI may finally be preparing an answer.
According to Digiday, the company is testing a new analytics dashboard that would show businesses how often they appear inside ChatGPT responses and how many clicks those appearances send to their websites. The feature sits inside an unreleased Business Hub that would also let companies claim and manage their presence inside ChatGPT.
Think Google Business Profile meets Search Console, but for AI answers.
Brands Could Finally See Their ChatGPT Visibility
The feature was spotted after Marketplace Pulse founder Juozas Kaziukėnas encountered a banner inviting companies to “Claim your business in ChatGPT.”
Once verified, businesses would reportedly be able to monitor daily impressions and clicks through a chart, while keeping product and company information up to date. Connecting a Shopify store appears to be one possible way to prove that someone is authorized to manage the business.
It is still considerably less detailed than Google Search Console.
Brands cannot see the prompts that triggered their appearance, there is no user-level data and there are no competitor rankings. But the important part is that the numbers would come directly from OpenAI.
Until now, the growing GEO industry has largely had to estimate ChatGPT visibility by repeatedly running prompts and measuring which brands appear.
OpenAI would know what actually happened.
Organic AI Visibility Is Becoming A Metric
That changes the conversation around AI search.
Marketers have been trying to understand whether publishing more useful content, appearing in credible media, improving product data or building stronger social signals actually increases the chances of being recommended by AI.
Soon, there may be a number to watch.
We have already seen brands including Fender and Marshall rethink their content strategies around information AI systems can understand and retrieve. We have also seen social content increasingly show up as evidence inside AI-generated answers.
A first-party ChatGPT visibility dashboard would give marketers a way to connect those efforts to an actual outcome.
Not rankings.
Mentions.
And Then, Of Course, There Are Ads
There is another reason this matters to OpenAI.
The Business Hub reportedly sits alongside a rapidly expanding ChatGPT advertising business. OpenAI already has self-serve ads, measurement tools and branded conversational agents. A claimed business profile would give it a direct relationship with companies that may not yet advertise on the platform.
Google followed a familiar path: help businesses understand their organic presence, then offer paid tools to increase visibility around it.
ChatGPT may be building something similar.
For years, brands measured whether they ranked on Google.
The next dashboard may simply ask:
Did ChatGPT mention you today?