OpenAI is building its own search console for ChatGPT. The tool will show a business how often it appears in ChatGPT answers and how many people click through to its website. It was first spotted on 6 November 2026, and OpenAI has not announced it yet.
We think this is the biggest change to AI search tracking so far. For the first time, the numbers would come from ChatGPT itself, not from a third-party tool that guesses. In this post, we cover what was found and every feature reported so far. Then we explain what it means for AI citation trackers.
What Was Spotted Inside ChatGPT on 6 November
Juozas Kaziukėnas, an ecommerce analyst, shared screenshots in a LinkedIn post. He wrote that ChatGPT is building a tool to “track how often your business is mentioned in ChatGPT conversations.” He also said he first saw early pieces of it in August.
Barry Schwartz then covered the find on Search Engine Roundtable. The screens carry a simple invitation: “Claim your business in ChatGPT.” A banner inside ChatGPT also hints that a public launch may be close. However, there is no release date yet.
We want to be clear about the status. This is a product in testing, seen through screenshots. OpenAI has not commented, so some details may change before launch.
Every Reported Feature of the ChatGPT Search Console
We compiled the features from the screenshots and both news reports. Here is the full list so far.
Claim and Verify Your Business
A business must prove it owns its brand before it sees any data. One reported way is connecting a Shopify store. The console seems to sit inside a larger area called Business Hub.
Impressions in ChatGPT Answers
Impressions count how many times your business appears in ChatGPT responses. The data is tracked daily and shown on a chart, much like the performance report in Google Search Console.
Clicks to Your Website
Clicks count how often people tap a link to your site from a ChatGPT answer. So, for the first time, you would see real ChatGPT referral clicks next to real exposure.
Business Details and Products
Verified businesses can add their latest products and keep business details up to date. In other words, you get a direct way to tell ChatGPT what you sell, instead of hoping it reads your site correctly.
A Business Agent for Customer Questions
The screens also show a business agent. It answers customer questions inside ChatGPT, using information the business controls.
What the Console Does Not Show
This part matters just as much. The console reportedly does not show:
- the prompts people typed before your brand appeared
- any user data
- competitor benchmarks or rankings
Kaziukėnas pointed out the result. You will see that your mentions went up or down, but not why.
How It Compares With Google Search Console
We put the reported ChatGPT features next to what Google Search Console offers today. The gaps show where the first version will be thin.
| Feature | Google Search Console | ChatGPT console (reported) |
|---|---|---|
| Impressions | Yes | Yes, daily |
| Clicks | Yes | Yes, daily |
| Search queries or prompts | Yes, the queries that showed your page | No prompt data |
| Page-level data | Yes | Not reported |
| Competitor data | No | No |
| Edit business and product details | No (that is Google Business Profile) | Yes |
| Customer-facing agent | No | Yes, a business agent |
| Ownership check | Yes, site verification | Yes, business verification such as Shopify |
So the ChatGPT tool mixes two Google products. It measures like Search Console, but it also lets you manage your listing, like Google Business Profile.
Our Take: Why AI Citation Trackers Lose Their Edge
Our honest view is that most AI citation trackers lose the core thing they sell. Here is why.
Tools like Profound, Peec AI and Otterly.AI work from the outside. They run a set of sample prompts through ChatGPT, record which brands show up, and turn that into a visibility score. That score is an estimate. It depends on which prompts the tool picked, when it ran them, and how the answers happened to vary that day.
Now OpenAI plans to hand businesses the real numbers. RuntimeWire made the same point: impressions and clicks would come straight from OpenAI, while third-party tools can only estimate them. Also, the ChatGPT data covers every real conversation, not a few hundred test prompts.
So picture a monthly report. Your tracker says your ChatGPT visibility rose 12%. Meanwhile, the ChatGPT console shows impressions fell. Which number will your client or your boss trust? We think the answer is obvious. As a result, the “share of voice in ChatGPT” chart, the headline feature of many trackers, becomes hard to defend.
Prices make it worse. Most trackers charge a monthly fee, often per brand and per prompt set. Meanwhile, if OpenAI follows Google, its console will be free for verified businesses. Paying for an estimate is a tough sell when the source of truth costs nothing.
Where Trackers Still Have a Job
We do not think trackers vanish overnight. They keep some value in a few areas:
- Prompt research. The console hides prompts, so trackers still show which questions bring up your brand.
- Competitor tracking. OpenAI shows only your own data, so rival comparisons still need outside tools.
- Other AI engines. The console covers ChatGPT only. Gemini, Perplexity, Claude and Google AI Overviews still need tracking elsewhere.
- Answer quality. The console counts mentions. It does not show whether ChatGPT described you correctly.
However, that gap may not last. Google Search Console added more reports over the years, and OpenAI could do the same. If prompt data ever arrives, the case for most ChatGPT-only trackers gets much weaker.
Our advice is simple. If you sell AI visibility services, stop leading with estimated ChatGPT visibility scores. Instead, sell the work that moves real impressions and clicks, and report it with OpenAI’s own numbers once you have access.
What SEO Teams Should Do Before the Console Opens
You do not need to wait for launch to get ready. These steps will help the day access opens.
- Claim your brand early. Watch for the “Claim your business in ChatGPT” banner and verify as soon as it appears for you.
- Connect your store. If you sell on Shopify, make sure your store details and products are complete and current.
- Clean up your product and business facts. Prices, locations and product names should match everywhere, because ChatGPT will compare them.
- Record a baseline now. Note your current ChatGPT referral traffic in Google Analytics. Then you can compare it with the new click data.
- Review tracker contracts. Avoid long annual deals for ChatGPT-only visibility tools until you see what the console offers.
- Keep earning citations. Mentions on trusted sites, clear product pages and fresh content still decide whether ChatGPT names you.
Open Questions About the ChatGPT Console
Has OpenAI officially launched it? No. As of 7 November 2026, it has been seen in testing only, and OpenAI has not commented.
Will it be free? No price has been reported. Google and Bing give their webmaster tools away, so a free tool for verified businesses seems likely, but that is our guess.
Is it linked to ChatGPT ads? The reports say it looks separate from ads. It focuses on organic answers.
Can I see which prompts mention my brand? Not in the version seen so far. There is no prompt data, user data or competitor data.
Who can use it? Only businesses that verify ownership. Connecting a Shopify store is one reported way to do that.
