How do you track AI visibility and citations?
Track it in three places, your analytics for visits from AI engines, Google Search Console and Bing's reports for impressions and citations, and a repeated check of the answers to your buyers' questions. Answers change from run to run, so measure how often you appear across many runs, not one result.
- ChatGPT adds utm_source=chatgpt.com to the links it sends, so your analytics can show visits that came from clicks.
- Search Console shows clicks, impressions, and average position in ordinary Google results, and a separate report counts impressions in AI Overviews and AI Mode.
- Bing's AI Performance report counts citations in Microsoft Copilot and Bing's AI summaries.
- In SparkToro's study, the same list of brands came back in fewer than 1 in 100 responses, so measure how often you appear across many runs.
- Google says no third-party tool has access to its ranking or AI systems, so every tracker only observes outputs.
No single report shows how AI engines treat your business. You build the picture from a few sources, each of which shows one part of it. This page lists them and says what each can and cannot tell you.
What can you measure?
You can measure three things: visits that arrive from AI engines, what Google and Bing report about their own AI features, and what the engines actually say when you ask your buyers' questions.
Each one has a gap. Visits only show up when someone clicks. The Google and Bing reports cover only their own engines. Checking the answers yourself covers any engine, but the answers change every time you ask.
How do you see visits from AI engines?
Look in your analytics for the source chatgpt.com. OpenAI says ChatGPT automatically includes the UTM parameter utm_source=chatgpt.com in referral URLs, so inbound traffic from ChatGPT search results can be tracked and analysed [1].
This only counts clicks. An engine can name your business, or show your link, and a reader can still never visit. A flat visits chart does not mean you are absent from the answers.
What do Google and Bing report?
Both give you first-party numbers for their own products.
- Google, ordinary results. The Performance report in Search Console shows how often someone saw a link to your site on Google, how often they clicked it, and its average position [6]. That position belongs to Google's list of links, so do not carry it over to AI answers.
- Google, AI features. The Generative AI performance report in Search Console covers AI Overviews and AI Mode. It shows how often links to your site were shown, by page, country, device, and date. It does not include click or query data [2].
- Bing. The AI Performance report covers Microsoft Copilot, AI-generated summaries in Bing, and select partner integrations. It reports total citations, average cited pages, grounding queries, and page-level citation activity [3].
Google says the report includes data from the Web search type in the Performance report, and that as of August 31, 2026 it has rolled out to all websites worldwide [2].
Neither report covers ChatGPT or Perplexity. For those, you have to check the answers yourself.
How do you check what the answers say?
Pick the questions a customer would ask before choosing a business like yours. Ask each one on each engine, logged out, with the same wording, and record whether your business was named, linked, or recommended.
Then ask each question many more times. SparkToro and Gumshoe.ai had 600 volunteers run 12 prompts through ChatGPT, Claude, and Google's AI Overview, 2,961 runs in all. They found less than a 1 in 100 chance that ChatGPT or Google's AI gives the same list of brands in any two responses, and about 1 in 1,000 of getting the same list in the same order [4]. Both firms have a stake in AI tracking, since Gumshoe.ai sells it.
That is why one answer tells you little. The researchers conclude that visibility percentage across dozens to hundreds of prompts run multiple times is a reasonable metric, and they caution against ranking position inside an AI answer as a measure [4].
Which numbers should you watch?
Watch how often you appear in AI answers, not where you rank in them. These are the figures to keep:
- Named rate. The share of runs where the answer mentions your business.
- Linked rate. The share of runs where the answer links to one of your pages.
- Recommended rate. The share of runs where the answer tells the buyer to choose you.
- AI referral visits. Visits from sources like
chatgpt.com[1]. - Platform figures. Google's impressions [2] and its average position in ordinary results [6], and Bing's citations [3].
Record the engine, the date, and the exact wording with each run so you can compare month to month.
Do you need a tracking tool?
Not to start. A tool can run the same checks at a larger scale and on a schedule, but it sees what you can see. Google's guide says no third-party tool has access to its internal ranking or AI systems, even if one claims otherwise [5].
If you use one, ask how many times it runs each question, which engine product it reads, and whether it shows your named, linked, and recommended rates separately. A tool that reports a single rank should be treated with caution, for the reason SparkToro gives [4].
We asked: “How do I check whether AI search is sending my small UK business any customers?”
C8 check, October 2026. ChatGPT (chatgpt.com, logged out, model not shown), Perplexity (Perplexity API (sonar)), Gemini (Flash-Lite). Each prompt asked 3 times on each engine, logged out, one fresh session per run.
Sources
- Publishers and developers FAQ, OpenAI Help Center. Accessed 2 Oct 2026.
- Generative AI performance report (Search), Google Search Console Help. Accessed 2 Oct 2026.
- Introducing AI Performance in Bing Webmaster Tools Public Preview, Bing Webmaster Blog. Accessed 2 Oct 2026.
- New Research: AIs are highly inconsistent when recommending brands or products; marketers should take care when tracking AI visibility, SparkToro. Accessed 2 Oct 2026.
- Optimizing your website for generative AI features on Google Search, Google Search Central. Accessed 2 Oct 2026.
- Performance report (Search results), Google Search Console Help. Accessed 2 Oct 2026.
First published
Pulock Deb Roy is the Co-Founder and Chief Marketing Officer of Ravenence, leading brand strategy, digital growth, and business development.
