4 ways to measure AI visibility and which one to choose

“Is my brand named in ChatGPT or in Google's AI summaries?” has no single measuring tool. This guide puts four ways side by side, with what each shows and what it leaves out. We link to detailed guides for each. We read the sources on 25 October 2026.

Decision table

1. Ask a fixed question set by hand

Write 10 to 20 questions your customers would ask. Put the same questions to the same products every week and record the answers with a date: was your brand named, in what position, which link was shown, which page was the source. It is free and it looks at your own questions. The limit is the sample: 20 questions do not represent all searches, and answers can change on every attempt. Detailed method: how AI answers pick brands. We ran this method on our own brand: we measured our own brand with 30 questions.

2. A paid tracking tool

These tools ask the same questions for you automatically and store the results. They charge a monthly fee. Before buying, ask which products it queries, who chooses the questions, how many times it samples each answer, and whether it shows the raw answers. Google's guide to optimizing for generative AI search says no third-party tool has access to Google's internal ranking or AI systems, and tells you to use such tools if they help your workflow while checking their advice against the official guidance. A tool producing a single “visibility score” does not mean the score rests on a measurement standard.

3. Server logs and bot requests

Seeing names such as OAI-SearchBot, PerplexityBot or Claude-SearchBot in your logs suggests that product's search system fetched your page. A bot visit does not mean you were named in an answer. A name in a log can also be typed by anyone, so verification is needed: AI bots in your server logs. Real visitors who arrive from a link in an AI answer can be separated in GA4: seeing AI visitors in GA4.

4. Search Console and Bing reports

Google says sites that appear in AI Overviews and AI Mode are included in overall search traffic and reported in the Search Console Performance report under the “Web” search type. The Generative AI performance report announced on 3 June 2026 shows this visibility separately. According to Google's blog post, the report covers impressions, pages, countries and devices. The same post says that since 31 August 2026 it has been available to all sites worldwide.

Microsoft announced the AI Performance report in Bing Webmaster Tools as a public preview on 10 February 2026. It counts how often your content is cited as a source in Microsoft Copilot, AI summaries in Bing and select partner integrations. Microsoft says citation counts do not indicate ranking, authority or the role of a page within an individual answer.

Both cover their own products. ChatGPT, Perplexity and Claude are not in these reports. If an answer names your brand without a link, a report that counts citations will not show it.

Which one should you choose?

1. Today, free: ways 1 and 4. Build the question set, then open Search Console and Bing Webmaster Tools.
2. If someone technical is available: add way 3. Making sure bots can reach the site comes before measuring.
3. A paid tool: consider one only if manual measurement stops being enough for months and the tool shows raw answers. Compare its results against your own question set for a while.

No single way gives a visibility score; read what each shows separately.

Frequently asked questions