News & Insights — SEO & AEO
How Do You Measure Visibility in AI Search? A Monthly Audit Any SME Can Run
A practical monthly audit to track AI citations, share of voice and sentiment, compare competitors and connect visibility to enquiries.
You measure AI search visibility by tracking how often AI assistants such as ChatGPT, Gemini and Claude mention, cite or recommend your business when people ask the questions your customers ask. The method is simple: build a bank of real buyer questions, run them every month, and record whether you appear, how prominently, and against which competitors. From there you track three measures over time: AI citations, AI share of voice and sentiment.
"I have no idea if ChatGPT even knows we exist, and I cannot find a Google Analytics equivalent that tells me." If that sounds familiar, this guide shows you how to measure AI search visibility with a spreadsheet and an hour a month, and which AEO metrics are worth putting in front of your accountant when budgets are set.
The Problem: Your Buyers Have Moved and You Cannot See Where
If you run a business with 5 to 50 staff, you probably inherited marketing alongside operations and client delivery. Referrals are steady but slowing, and a younger competitor keeps getting recommended by AI tools.
The shift is real and it is measurable. G2's April 2026 research found that 51 percent of B2B software buyers now start their research with an AI chatbot more often than with Google, and one in three bought from a vendor they had never heard of until an AI assistant named it. Gartner predicted in 2024 that traditional search engine volume would fall 25 percent by 2026 as buyers moved to AI chatbots.
Traditional search gave you rankings and traffic reports. AI search gives you nothing by default. You have been burned before by agencies reporting vanity metrics, so you will not sign off another supplier without clear ROI tracking. Fair enough. Here is how to get the evidence yourself.
How to Measure AI Search Visibility Without Enterprise Tools
Measuring AI search visibility starts with a question bank, not a tool. Write down 15 to 25 questions a real buyer would ask an AI assistant, such as "best managed IT provider in Leeds" or "how do I choose an accountant for a limited company". Include the questions where you would expect a competitor to appear.
Run each question through ChatGPT, Gemini and Claude once a month, in a fresh session each time, and log three things: whether you are mentioned, which page or source is cited, and who else appears. That is the whole method. Everything else is discipline.
AI Citations and AI Share of Voice: The Two Numbers That Matter
AI citations. A citation is a specific page an assistant references when it answers. In plain English, it means the AI found your content credible enough to name as its source. Count citations per month and note which pages earn them, because those pages are your best-performing assets and your template for new content.
AI share of voice. This is your slice of the answers, and the maths is simple. Divide the number of answers that name your business by the total number of answers you ran. If you run 20 questions and your business is named in 5 of the answers, your share of voice is 25 percent.
Calculate the same figure for two or three named competitors each month and you can see who is gaining ground. It turns a vague worry ("are we invisible?") into a single percentage you can report to partners and improve deliberately, quarter by quarter.
What it looks like when it works. One LoopMarketer.AI client recorded 370 AI citations and 100 percent AI search share of voice across their question bank within ten weeks, alongside a 53 percent rise in web traffic. This is a single client result over a short period, not a typical outcome or a guarantee.
If you would rather have this measured for you than build the spreadsheet yourself, book a free LoopMarketer.AI demo.
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Step by Step: Running a Monthly AI Visibility Audit
1. Build your question bank. List 15 to 25 questions real buyers would ask, covering your services, your location and your specialisms.
2. Run the questions across three assistants. Use ChatGPT, Gemini and Claude, in a fresh session each time so previous conversations do not skew results.
3. Record the results in a simple spreadsheet. For each question, log whether you were mentioned, any pages cited, the competitors named, and how you were described.
4. Calculate your AEO metrics. Work out your mention rate, citation count and AI share of voice, then compare against last month's figures.
5. Act on the gaps. Where competitors appear and you do not, create or improve a page that answers that exact question directly and clearly.
6. Report it commercially. Connect the numbers to enquiries and revenue, not mentions alone, so the audit earns its place in the marketing budget.
What to Watch Out For
- Treating one AI answer as the truth. Assistants vary their responses, so run each question two or three times before recording a result.
- Chasing mentions instead of money. A citation that never produces an enquiry is a vanity metric with a new name.
- Testing only branded questions. "Tell me about [your company]" proves little. Buyer questions that do not name you are where the battle is won.
- Paying enterprise prices for tracking a spreadsheet can do. Keep the budget for the content that earns citations.
Quick Checklist
- Write your 15 to 25 buyer questions this week.
- Run them through ChatGPT, Gemini and Claude in fresh sessions, and log mentions, citations, competitors and descriptions in one spreadsheet.
- Calculate your share of voice against two named competitors.
- Flag the three questions where competitors appear and you do not, then fix or create one page a month that answers a flagged question directly.
- Add an "AI visibility" line to your marketing report alongside leads and revenue.
- Diarise the audit for the same date every month.
Frequently Asked Questions
How do I check if ChatGPT mentions my business?
Open a fresh ChatGPT session and ask the questions your buyers would ask, such as "recommend an IT support company in Manchester", without naming your business. Note whether you appear, how you are described and who else is listed. Repeat the test two or three times, because answers vary between sessions.
What is a good AI share of voice for a small business?
There is no universal benchmark, so your first audit becomes your baseline. The measure that matters is your trend against two or three named competitors over three to six months. It can move quickly once assistants start citing you (one LoopMarketer.AI client reached 100 percent across their question bank within ten weeks, though that is a single result, not a typical one), so focus on direction of travel rather than a target number.
What are AEO metrics?
AEO stands for answer engine optimisation: making your content the answer AI assistants give. The core AEO metrics are mention rate, citation count, AI share of voice, sentiment of your mentions, and referral traffic from AI tools. Track them monthly and tie them to enquiries so they prove commercial value.
Can Google Analytics show traffic from AI search?
Partially. GA4's Traffic acquisition report records referrals from sources such as chatgpt.com and perplexity.ai, so you can filter for those domains and build a saved report. It will undercount, because many AI answers are read without a click, which is why you need the audit process as well as analytics.
How long does it take to improve AI search visibility?
Expect three to six months of consistent work before share of voice moves meaningfully. Assistants favour clear, well-structured content that answers specific questions directly, and they need time to pick it up. Monthly measurement shows early signals, such as new citations, well before enquiries follow.
What Should You Do Next?
Every pound in your marketing budget needs to earn its place. The businesses that measure their AI visibility now will compound an advantage, while everyone else waits for proof that the shift is real. The proof is already in the numbers above.
You can run the audit yourself with a spreadsheet and an hour a month, and you should. Or you can hand the measurement, the content and the reporting to one strategic partner and get back to running your business. Either way, start measuring now.
See where your business stands in AI search before you finalise your marketing budget. The free demo is a walkthrough on an example foundation; your own foundation is built with you after sign-up.