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OpenAI tests a dashboard that counts brand mentions in ChatGPT

A beta analytics tool in an unreleased Business Hub would show businesses their ChatGPT impressions and clicks, with limits that matter to GEO teams.

Key points

  • OpenAI is testing a dashboard that counts a business's appearances in ChatGPT answers and the clicks those appearances send to its site, per a screenshot shared Nov. 6.
  • It sits in a Business Hub that has not launched; businesses claim a listing, with proof of authority such as a connected Shopify store.
  • The beta logs daily impressions and clicks on a chart, but hides prompts and user data and offers no competitor ranking.
  • OpenAI declined to comment; ChatGPT ads began U.S. testing in February and passed 100,000 advertisers across 89 countries by late October.

Why it matters for marketers: Brands may soon get first-party numbers on ChatGPT visibility, which could shape GEO budgets and make paid placement in ChatGPT a more natural next step.

OpenAI is testing an analytics dashboard that tells businesses how often they appear in ChatGPT answers and how many clicks those appearances send to their sites, according to Digiday. Juozas Kaziukėnas, founder of Marketplace Pulse, shared a screenshot of a banner for the unreleased feature on LinkedIn on November 6. He said he first saw traces of it in August.

The banner invites businesses to claim their business in ChatGPT. Claimed businesses can track mentions, keep product and business details current, and unlock a business agent that answers customer questions using contact information they provide. Proof of authority is required, and Kaziukėnas said connecting a Shopify store is one route. The dashboard logs impressions and clicks daily on a chart, but prompts and user data stay hidden and there is no competitor ranking.

For marketers, that makes it a narrower tool than what Google offers search teams, but it would be the first count from OpenAI itself. Generative engine optimization vendors such as Profound and Adthena estimate visibility by running prompts through the chatbot at scale. Kaziukėnas expects the two to complement each other: outside tools for prompt-level insight, OpenAI's data for checking whether GEO efforts are working.

Digiday also notes the commercial angle. Once visibility becomes a daily number, businesses may want to push it up, and OpenAI sells sponsored placements. Ads began testing in the U.S. in February, and OpenAI said in late October that more than 100,000 advertisers had run campaigns across 89 countries. OpenAI declined to comment, so launch timing and final features are unknown. Watch for a release date and whether the claim process becomes a standard step for brands.

Sources

This brief is our own summary. Read the full reporting at the source.

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