OpenAI is working on a dashboard for businesses that shows how often a business appears in ChatGPT answers and how many people clicked through to its website. There is no official announcement yet. Juozas Kaziukėnas spotted the feature on 6 November 2026 and described it on LinkedIn, and Barry Schwartz of Search Engine Roundtable compared it to Search Console and Webmaster Tools. If you measure AI visibility, this is the first hint of numbers straight from OpenAI. Right now all you have are tools that query ChatGPT themselves and sample its answers.

What was spotted in ChatGPT

According to Kaziukėnas, ChatGPT is building analytics to “track how often your business is mentioned in ChatGPT conversations”. It measures two things:

  • impressions: how many times the business appeared in ChatGPT responses,
  • clicks on links to its website.

Both are counted daily and shown on a chart.

Kaziukėnas saw the first traces of the feature as early as August, and now he came across a banner that, in his view, means launch is close. So we still have one person’s observation and one screenshot, with nothing from OpenAI to confirm it.

Business Hub: “Claim your business in ChatGPT”

The analytics are part of a larger Business Hub feature. The line in the interface reads “Claim your business in ChatGPT”. According to Search Engine Roundtable, a business can use it to:

  • see how it shows up in ChatGPT and how often it is mentioned in conversations,
  • add its latest products and keep its business info up to date,
  • run a “business agent” that answers customer questions with context the business controls.

Local SEO has used this model for years. In a Google Business Profile you first prove the business is yours, and only then can you shape what is shown and see the statistics. In Business Hub, too, only businesses that have verified ownership get the statistics. The only verification method mentioned is connecting a Shopify store, so it is unclear whether businesses without an online store, such as local services, will get access.

Schwartz notes that the tool looks separate from ChatGPT Ads and is aimed at organic answers.

What the dashboard shows and what it does not

For practitioners, what is missing matters more.

The dashboard showsThe dashboard does not show
Impressions of the business in ChatGPT answersThe prompts that triggered them
Clicks on links to the websiteAny user data
A daily chart of bothCompetitor benchmarks or rankings

Kaziukėnas concludes that the dashboard will not explain why mentions or clicks go up or down. Paired with external tools that track prompts, though, it should give accurate first-party data on whether a GEO/AEO strategy works.

I agree. Model answers vary from run to run, so a drop on a daily chart may be plain noise when you cannot see the questions behind it. Still, the numbers come from ChatGPT itself, while today’s tools estimate visibility from test queries.

What a ChatGPT dashboard changes for GEO measurement

Today, visibility in ChatGPT is measured with workarounds: testing prompts by hand, citation monitoring tools, or looking at referral traffic in analytics. I covered the metrics that make sense here in the article on new SEO KPIs and AI citations. What they lacked was a number from OpenAI itself.

Google is heading the same way and testing separate AI Search impression reports in Search Console. If OpenAI ships its dashboard, site owners will get first-party data from two places: Search Console for Google and Business Hub for ChatGPT.

The feature is not ready, so I would only draw cautious conclusions:

  1. Get your business data in order. The dashboard relies on owner verification and an up-to-date offer, and for an online store that starts with the product feed and consistent product descriptions.
  2. Keep monitoring prompts. The dashboard will not tell you which questions you win and which you lose, so you will still need your own list of queries and regular tests, as with creating content that LLMs cite.
  3. Compare mentions with clicks. A mention in an answer does not bring traffic on its own, and only both charts side by side will show whether AI answers send people to your site. I covered when a model cites a source at all in the guide on how LLMs choose and cite content.

Limitations and open questions

The biggest unknown is the launch itself. Everything comes from one person’s observation, and in the comments under the post Tim Sanders even questions whether the screenshot is genuine and asks for more evidence. The name and scope may change, or the feature may never ship.

The dashboard will also cover ChatGPT only. Customers ask the same questions in Gemini, AI Overviews, Perplexity and Copilot, and each system answers differently, so OpenAI will show one piece of the picture.

The methodology is unknown. It is not clear whether an impression means any mention in an answer or only a visible source, how clicks are counted, or whether they will match the traffic in your analytics. Without prompts and competitor data, it is also hard to tie a change on the chart to a specific action.

Then there is access. The only known verification method is Shopify, and Aayush Paul points out in the comments that if the first data goes to Shopify stores, the early GEO playbook will be written for e-commerce while everyone else keeps guessing.

Summary

OpenAI appears to be building a business dashboard with daily mention and click statistics and owner verification. The data will be thin, since the dashboard shows no prompts or competitors and covers ChatGPT only. For anyone working on GEO it is still the first sign that a model provider may start sharing numbers.

For now I would not plan reporting around a feature OpenAI has not announced. When Business Hub launches, I would first check whether its clicks match the ChatGPT traffic in analytics.

Frequently Asked Questions

Is the OpenAI business dashboard available yet?

There is no official launch. The feature was spotted by Juozas Kaziukėnas, who saw its first traces in August and, on 6 November 2026, a banner suggesting the launch is close. OpenAI has not confirmed any details.

What will ChatGPT analytics show?

According to the description: how many times the business appeared in ChatGPT answers and how many clicks its website links got, on a daily chart. It does not show prompts, user data or competitor benchmarks.

Who will be able to use it?

Businesses that have verified ownership in Business Hub. Connecting a Shopify store was given as an example of verification. Other methods are not known.

Will it replace AI visibility monitoring?

No. The dashboard will not show which questions trigger a mention, and it only covers ChatGPT. Prompt analysis and visibility in other AI systems will still need separate tools or your own tests.

How is this different from ChatGPT Ads?

According to Search Engine Roundtable, the tool looks separate from ads and is aimed at organic answers.

Sources

  1. Search Engine Roundtable: OpenAI Working On ChatGPT Tools For Business For Analytics & Citations https://www.seroundtable.com/chatgpt-tools-for-business-42476.html
  2. LinkedIn: Juozas Kaziukėnas: ChatGPT is building an analytics tool to "track how often your business is mentioned in ChatGPT conversations" https://www.linkedin.com/posts/juozas_chatgpt-is-building-an-analytics-tool-to-share-7524436371613118464-E3Zf/