🤖 AI search and AEO for local businesses · Lesson 6 of 6

How to measure your visibility in AI search

8 min readIntermediateUpdated

You'll learn

  • A simple monthly prompt check you can run in 20 minutes
  • Where AI Overviews and AI Mode show up in Google Search Console
  • How to spot visits from ChatGPT, Perplexity and Copilot in your analytics
  • What no tool can tell you yet, and how to avoid paying for false precision

If you never check, you're guessing. In 2026 Google and Bing both hand out more official AI search data than they did a year ago. It's still partial, though, and the question owners ask most ("How often does ChatGPT recommend me?") has no official answer at all. This lesson sets up a simple routine with free tools and is upfront about the gaps.

1. Manual prompt checks (monthly, 20 minutes)

The most direct test is to ask the assistants what your customers ask. Do it the same way each month so you can compare.

Set up once:

  1. Write 8 to 10 prompts your customers would really use. Mix broad ones with specific ones: "best HVAC company in Mesa," "who does same-day AC repair in Mesa," "is Desert Air HVAC any good?"
  2. Pick the assistants: ChatGPT (with search), Google AI Mode, Perplexity and Copilot.
  3. Start a simple spreadsheet: date, assistant, prompt, were you named (yes/no), were you linked, which competitors appeared, any wrong facts.

Each month:

  • Use a private or logged-out browser window where you can, so your history doesn't color the results.
  • Run every prompt in every assistant and fill in the sheet.
  • Note any wrong facts (old hours, wrong phone number). Each one usually points to a listing somewhere that needs fixing.

Keep expectations realistic. Answers vary by location (ChatGPT uses an approximate location from your IP address, per OpenAI), by wording, and from one run to the next. A single check tells you very little; the trend over several months tells you a lot more. OpenAI's own help center notes that search results and citations "can be incomplete, outdated, or incorrect."

2. Google Search Console

Google Search Console is Google's free tool for seeing how your site does in Google Search. Verify your site first if you haven't. Two parts of it matter for AI search.

AI features are inside your normal Performance report

Google says its AI features are "reported on in the Performance report, within the 'Web' search type." Data from AI Mode has counted toward Search Console totals since June 2025. Here's how Search Console help says it counts:

  • AI Overviews: an AI Overview "occupies a single position in search results," and every link inside it shares that position. Clicking a link to your site counts as a click; standard impression rules apply.
  • AI Mode: clicking a link to an external page counts as a click. Position follows the same method as a normal results page. A follow-up question counts as a new query.

The main Performance report mixes AI traffic in with regular search traffic, though, and there's no filter to pull it out.

The Generative AI performance report

In 2026 Google added a separate Generative AI performance report to Search Console. Google says it rolled out to all websites worldwide as of August 31, 2026. It gives you:

  • Impressions only: "how many times links to your site were shown to a user in a generative AI feature on Google Search." No clicks.
  • Features covered: AI Overviews and AI Mode, with Google noting the list may grow.
  • Breakdowns by page, country, date and device, plus a filter separating text searches from image and Lens searches.
  • Limits: sites with too few impressions may not see the report, and the usual 1,000-row limit applies.

It's the best official answer to "Is Google showing my site in AI answers, and which pages?" Read it next to the main Performance report to see whether those impressions turn into clicks.

3. Bing Webmaster Tools

Bing Webmaster Tools is Bing's equivalent of Search Console. In February 2026 Bing launched AI Performance, in public preview. According to Bing's announcement, it reports:

  • Total citations: how often your content is shown as a source in AI-generated answers.
  • Average cited pages per day, and citation counts for individual pages.
  • Grounding queries: a sample of the phrases the AI used when it retrieved your content.

It covers Microsoft Copilot, AI-generated summaries in Bing and "select partner integrations." Bing's announcement doesn't mention click data. If you haven't verified your site in Bing Webmaster Tools, do it. It's free, and it's the only official citation count we know of from any AI search provider.

4. Analytics: visits from AI assistants

When someone clicks a link in an AI answer, your analytics may record where they came from, but not always.

  • Google Analytics 4 now has a default channel called AI Assistant. Google describes it as traffic "from sources like ChatGPT, Gemini, Deepseek, Copilot, or Grok." Check Reports > Acquisition > Traffic acquisition and look for that channel.
  • AI Overviews and AI Mode are not in that channel. Google Analytics counts them as Organic Search, so they blend in with regular Google traffic. Use Search Console for those.
  • ChatGPT "automatically includes the UTM parameter utm_source=chatgpt.com in referral URLs," according to OpenAI. In any analytics tool, filter by source chatgpt.com.
  • Perplexity isn't named in Google's channel description. Look for perplexity.ai as a source under Referral traffic, and check whether your analytics tool groups it as an AI assistant.

Plenty of AI-driven visits won't be labeled at all. Someone reads an answer, then types your web address or just calls you. That shows up as "Direct", or not at all.

5. Ask your customers

The cheapest attribution tool is a question. Add "ChatGPT or another AI assistant" as an option wherever you ask "How did you hear about us?": your booking form, intake form or the script your front desk uses on calls. That's our recommendation, not a documented rule. For a local business that gets most leads by phone, though, it's often the only way to see AI's influence at all.

What you can't measure yet

Be wary of anyone selling certainty here. Three gaps remain:

  • No AI assistant except Bing publishes per-site citation counts, as far as we found. OpenAI, Perplexity and Anthropic don't offer site owners a performance console in the documentation we checked (October 2026).
  • Mentions without clicks. Pew Research found that people clicked a link inside Google's AI summaries on just 1% of visits. Many people read an answer naming your business and never click. Analytics can't see that.
  • Third-party "AI rank trackers" run sample prompts and report how often you appear. That can help as a trend line, but it's only a sample of prompts, and results shift with location and wording. Google's guide says: "No third-party tool has access to our internal ranking or AI systems."

A worked example: a med spa's monthly review

A med spa in Scottsdale blocks 30 minutes on the first Monday of each month:

CheckWhereWhat they record
8 prompts in 4 assistantsPrivate browser windowsNamed? Linked? Competitors? Wrong facts?
AI impressions by pageSearch Console > Generative AI performanceTop 5 pages and the monthly trend
Overall clicksSearch Console > Performance (Web)Clicks and impressions month over month
Copilot citationsBing Webmaster Tools > AI PerformanceTotal citations and top cited pages
AI referralsGoogle Analytics 4 > AI Assistant channelSessions and booking-form submissions
Self-reportedBooking form "How did you hear about us?"Count of "AI assistant" answers

Three months in, a pattern shows up. The "Morpheus8 cost" page gets the most AI impressions, but Copilot keeps citing an old pricing page. So they update the old page, link it to the current one, and watch the next month's numbers.

Do this now

FAQ

Can I see exactly how often ChatGPT recommends my business?

No. OpenAI doesn't offer site owners a citation or impression report in the documentation we checked. You can see clicks from ChatGPT in analytics (they carry utm_source=chatgpt.com) and run your own prompt checks.

Why don't I see the Generative AI performance report in Search Console?

Google says sites with too few impressions may not see it. It rolled out to all websites as of August 31, 2026, so if your site is verified and you still don't see it, you likely don't have enough AI impressions yet.

Are AI Overview clicks counted as organic traffic?

Yes. Google Analytics counts AI Overviews and AI Mode as Organic Search, not as the AI Assistant channel. In Search Console, they're inside the Web search type.

Sources

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