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Measuring your visibility in Google and AI engines, without fooling yourself
Three free data sources and one hour a month are enough to tell whether your work is changing anything.
To measure your AI visibility, combine three sources: Search Console's performance report (which includes AI Overviews traffic) and its generative AI report, the AI Performance report in Bing Webmaster Tools, and a fixed set of questions you ask ChatGPT, Claude and Perplexity every month.
In short
- Traffic from Google's AI features is counted in the Performance report under the "Web" search type.
- Bing Webmaster Tools has counted Copilot citations since February 2026, without measuring rankings.
- A set of 20 questions tested monthly shows a trend, not an absolute truth.
- No third-party tool has access to Google's internal systems.
What can you measure, and what can't you?
You can measure impressions, clicks and citations in a few official tools, plus your own tests. You can't see an AI's internal ranking or every answer it gave every user.
Search Console shows the traffic you get from Google Search, by query, page and country, with impressions and clicks [1]. Google says appearances in AI Overviews and AI Mode are included in that performance report under the "Web" search type [2]. Google also points to its generative AI performance report to see how your content shows up in those features [3].
Since February 10, 2026, Bing Webmaster Tools has offered an AI Performance report in public preview: total citations, cited pages, grounding queries and trends, covering Microsoft Copilot, Bing's AI summaries and select partner integrations [4]. Bing notes that these figures don't measure ranking or a page's importance, and that the queries shown are a sample [4].
For ChatGPT, Claude and Perplexity, the documentation we reviewed describes no equivalent public dashboard. That leaves your manual tests and your site analytics.
| Source | What it measures | Limitation | Suggested frequency |
|---|---|---|---|
| Search Console, Performance (Web) | Impressions, clicks, queries, pages; includes AI Overviews [2] | Doesn't always separate AI from classic links | Monthly |
| Search Console, generative AI report | Presence in Google's generative AI features [3] | Google data only | Monthly |
| Bing Webmaster Tools, AI Performance | Citations in Copilot and Bing summaries [4] | Sampled; no ranking | Monthly |
| Hand-tested question set | Who gets cited, and with what information | Answers vary between runs | Monthly |
| Your site analytics | Visits from chatgpt.com, perplexity.ai, etc. | Some visits don't reveal where they came from | Monthly |
How do you build a question set to test?
- 1
Pick 20 questions
Use what customers ask before buying: "Who repairs heat pumps in Gatineau?", "How much does a roof inspection cost?". Mix service, price and city questions.
- 2
Freeze the set
Keep exactly the same questions month after month. Changing the set wipes out the trend.
- 3
Test in each assistant
Ask every question in ChatGPT, Claude and Perplexity, in a fresh conversation, without a chat history that already mentions you.
- 4
Record three things
Is your business named? Is your site linked? Is the information about you correct?
- 5
Compare
Work out this month's citation rate and compare it with last month's. A wrong answer about you is a higher priority than a missing one.
What does a monthly dashboard look like?
How do you read visits coming from AI assistants?
In your site analytics, look for visits referred by chatgpt.com, perplexity.ai, claude.ai or copilot.microsoft.com. For a small business the number is often low, but it's valuable: these people arrive after asking a specific question.
Those visits depend on search crawlers being able to reach your site. OpenAI, for example, says a site that blocks OAI-SearchBot isn't shown in ChatGPT search answers [5]. Check your robots.txt with the guide to showing up in ChatGPT and AI answers before concluding that "AI doesn't mention us".
How do you avoid the hype from tracking tools?
Be wary of any tool that promises rankings or claims to read internal metrics. Google states that no third-party tool has access to its internal ranking or AI systems.
Google suggests using third-party tools if they help your workflow, but checking their advice against official guidance [3]. A proprietary "AI visibility score" is an estimate built from tests, just like your question set; ask how many questions, in which assistants, and how often.
The AI visibility audit checks the technical basics (crawlers, sitemap, structured data). The AI presence tool helps you track your question set. Neither can promise a citation.
What should you do when the numbers don't move?
Work through it in order: are your pages indexed? Can search crawlers reach the site? Do your pages answer the questions in your set directly? Is your Google profile complete? The guides to completing your Google Business Profile and writing a useful FAQ cover the last two.
The full approach, from crawling to measurement, is in the pillar on getting found on Google and cited by AI.
What does Pilotiko measure today?
Pilotiko produces internal reports from your real data: bookings, revenue, workload and indicators for each room of the virtual office (reports and steering). On the visibility side, Pilotiko can audit your current site (SEO, AEO and GEO).
Frequently asked questions
Does Search Console show AI Overviews traffic?
Yes. Google says appearances in AI Overviews and AI Mode are counted in the performance report under the "Web" search type. Google also recommends its generative AI performance report.
Can I see how often ChatGPT cites my site?
Not directly: the documentation we reviewed describes no public citation report for ChatGPT. You can track visits referred by chatgpt.com and test a question set every month.
Does Bing's AI Performance report cover ChatGPT?
Bing says it covers Microsoft Copilot, Bing's AI summaries and select partner integrations. Its announcement doesn't name the partners, so don't assume ChatGPT is included.
How many questions should the set include?
About twenty is enough for a small business: enough to see a trend, few enough to test in under an hour. What matters is asking the same questions every month.
Why do AI answers change from one try to the next?
Assistants generate a new answer each time and draw on sources that keep changing. That's why a single test proves nothing and a rate tracked over several months is more reliable.
Can a tool make sure AI will cite me?
No. Google says no third-party tool has access to its internal ranking or AI systems, and Bing notes that its citation figures don't measure ranking. A serious tool explains how it tests.
Sources
- Google Search Central, Get started with Search Console (accessed on October 15, 2026).
- Google Search Central, AI features and your website (accessed on October 15, 2026).
- Google Search Central, Optimizing for generative AI search (accessed on October 15, 2026).
- Microsoft Bing, Webmaster Blog, Introducing AI Performance in Bing Webmaster Tools Public Preview (10 février 2026) (accessed on October 15, 2026).
- OpenAI, Overview of OpenAI Crawlers (accessed on October 15, 2026).
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