Juozas Kaziukėnas says chatgpt business analytics tool tracks mentions and clicks

In short

• OpenAI is developing a ChatGPT tool for businesses to claim their profile and track daily mentions and clicks, according to screenshots posted by Juozas Kaziukėnas.
• The unannounced Business Hub feature would be for verified businesses, with Shopify store connection as one example, and would not show prompts, user data or competitor benchmarks.
• Search Engine Roundtable and Glitchwire reported the 6 November 2026 sighting; OpenAI has not commented and no launch date has been set.
• Businesses could use first-party ChatGPT data to check AI visibility, but the reported tool would show what is happening, not why.

OpenAI is building a tool for chatgpt business analytics. It would let businesses claim their presence inside ChatGPT and see how often its answers mention them and how often users click through to their websites. E-commerce analyst Juozas Kaziukėnas posted screenshots of the unreleased Business Hub on LinkedIn on 6 November 2026, and Search Engine Roundtable and Glitchwire reported the sighting. OpenAI has not announced the feature. The details come from one person's view of an interface that could change or never launch.

What Kaziukėnas spotted

Kaziukėnas said the dashboard measures two events daily and shows them as a chart: impressions, meaning the number of times a business appeared in OpenAI's ChatGPT responses, and clicks on links to its website. He said he first saw early steps in August, and a banner he spotted suggests a launch may be close. The feature would sit inside a larger Business Hub and would be available only to businesses that have verified their ownership, for example by connecting a Shopify store.

What the hub would show

Search Engine Roundtable described the tool as serving a similar purpose to Google Search Console and to Bing Webmaster Tools. The banner asks firms to claim their business in ChatGPT and lists three functions: tracking how often ChatGPT conversations mention a business, adding the latest products and keeping business information current, and letting a business agent answer customer questions using context the company controls. Kaziukėnas said the dashboard would not display prompt data, user data or any competitor benchmark or ranking, so it cannot explain why mentions or clicks rise or fall. He wrote that, paired with external prompt-tracking tools, it would give accurate first-party figures on whether generative engine optimisation and answer engine optimisation are working. Those are the work of making a brand appear and be recommended in AI answers.

What it means for marketers

Glitchwire reported that a group of outside services now helps marketers track how their brands appear in AI answer engines such as ChatGPT and Perplexity. They test prompts and record the sources cited. For chatgpt business analytics, OpenAI's own first-party figures would give a ground-truth benchmark for those outside measurements. Prompt Insider added that Google and Bing already offer some AI reporting to site owners. Bing's Topics Portfolio report, for instance, shows which AI responses cite a site. Businesses with verified ownership could compare OpenAI's click total with their own analytics to see whether referral tracking is accurate.

What OpenAI has not confirmed

Prompt Insider reported that key definitions remain open: what counts as a mention or impression, which verification methods apply beyond Shopify, and whether there will be a price. It also noted that ChatGPT Business is already the name of OpenAI's workplace subscription. That is different from a hub for businesses that appear in answers. OpenAI has not commented, and Glitchwire reported that Anthropic's Claude and other competitors have not announced comparable tools.

How marketers reacted to ChatGPT's business analytics

A score without the why still beats flying blind on AI answers.

In a reply to Dylan Ander, the tool could become the new Google Business Profile.

A reply to James Norquay said whoever controls the citation controls the shortlist.

Treat third-party AI-rank tools as estimates until first-party numbers arrive.

A skeptical response asked: would you trust those numbers?

One post described it as a new directory where AI gatekeeps business data.

Juozas spotted the Business Hub work: track mentions in ChatGPT conversations, plus impressions and outbound clicks. No prompt dump in the early version. Score without the why is still better than flying blind on AI answers. https://t.co/ZwrZB9oZij

In a reply to Dylan Ander, the tool could become the new Google Business Profile.

Claim your business in ChatGPT could become the new Google Business Profile.

A reply to James Norquay said whoever controls the citation controls the shortlist.

Claim your business in ChatGPT would be the Google Business Profile moment for AI search. Mention tracking inside the same surface that answers the question is the part to watch: whoever controls the citation controls the shortlist.

Treat third-party AI-rank tools as estimates until first-party numbers arrive.

OpenAI hasn't announced this. A researcher spotted a Business Hub that tracks ChatGPT mentions and clicks for verified businesses.

No prompts. No competitor view. Just your impressions and clicks.

Treat third-party AI-rank tools as estimates until you get first-party numbers. https://t.co/bFrUd29B9c

A skeptical response asked: would you trust those numbers?

So ChatGPT is about to become the new google? 👀

screenshots show an unreleased "claim your business in chatgpt" page.

reportedly it tracks how often your brand gets mentioned in answers, plus clicks to your site.

would you trust those numbers? pic.twitter.com/2FjhfmOxnH

One post described it as a new directory where AI gatekeeps business data.

Questions readers ask

What the tool would do

It is an unreported dashboard spotted by Juozas Kaziukėnas that would let verified businesses claim their profile in ChatGPT, track daily mentions and link clicks, update product information, and deploy a business agent with company-controlled answers. OpenAI has not confirmed the feature and no launch date has been set.

What it would not show

According to Juozas Kaziukėnas, the dashboard would not show prompt data, user data, or competitor benchmarks or rankings. It would show what is happening with mentions and clicks, but not why they rise or fall.

How ownership is verified

One example given by Juozas Kaziukėnas is connecting a Shopify store. Other verification methods, regions and business types have not been described, and the feature remains in testing.

What the data could mean

At InvestIn.News, we think this is ChatGPT's Search Console moment. For chatgpt business analytics, first-party visibility data matters for generative engine optimisation and answer engine optimisation, the work of getting a brand shown and recommended in AI answers. But the reported dashboard leaves out prompt data. It will show what is happening, not why mentions or clicks rise or fall. It's only part of the picture, and paired external prompt tracking will remain necessary. We'll watch whether OpenAI adds prompt-level context or competitor benchmarks. That would turn a partial view into a full measurement suite. A quiet disappearance would suggest the feature was just an early experiment.

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