GEO Analytics: How to Track AI Citations, Mentions, and Prompt Visibility (2026)

Most businesses have no idea whether AI mentions them or not. That's the gap this guide closes.

If you only track Google rankings, you're missing the biggest shift in modern search. Visibility is increasingly happening inside AI-generated answers. That's why GEO (Generative Engine Optimisation) needs its own measurement layer. One that tracks whether your brand is cited as a source, mentioned by name, recommended in answers, and discovered before a user converts later.

This guide gives you a practical, low-effort system to measure GEO weekly, even if you've never done anything like it before. We'll start from the very beginning.

First Things First: What Is a 'Prompt'?

Quick Answer: A prompt is simply the question or instruction you type into an AI tool like ChatGPT. That's it. If you type 'best plumber in Exeter' into ChatGPT, that's a prompt.

Before we go any further, let's make sure we're on the same page.

Every time you ask ChatGPT, Perplexity, or Google's AI something, you're giving it a prompt. The AI reads your prompt, works out what you want, and writes you an answer.

For GEO measurement, prompts are the questions you're going to use as tests. You're going to pick a set of questions your real customers might ask. Then every week, you're going to type those exact questions into AI tools and see what comes back. If your business is mentioned in the answer, that's a win. If it isn't, you've got work to do.

That's the whole game. No fancy software needed to start. Just a list of questions and half an hour a week.

What Does 'Being Cited' Actually Mean?

Quick Answer: Being 'cited' means the AI tool points to your website as a source for part of its answer. You'll usually see a small link or badge next to the bit of the answer your content helped create.

When ChatGPT or Google's AI answers a question, it often shows small numbered links or source badges next to the text. Click one and you'll land on the website that information came from.

If one of those links goes to your website, congratulations. You've been cited.

There are three different things to watch for, and they're not all the same:

• Cited: your website is linked as a source inside the AI answer
• Mentioned: your brand name appears in the answer, but without a clickable link
• Recommended: the AI actively suggests you by name ('You should try Ambitions AI for this')

All three matter. A link brings clicks. A mention builds awareness. A recommendation can drive a buying decision. We'll track all of them.

What You Should Measure (The 4 GEO Metrics That Matter)

Quick Answer: Four numbers tell you how you're doing. Citation Share (how often you show up as a source), Prompt Coverage (how many different questions mention you), Brand Mentions (how often your name appears), and Assisted Conversions (people who find you via AI, then convert later).

1) Citation Share

In plain English: out of all the questions you test, how often is your website cited as a source?

Example: you test 50 questions each week. Your site is cited in 12 of them. Your Citation Share is 12 out of 50, or 24%.

Why it matters: it tells you whether AI engines are treating you as a trustworthy source on your topic.

2) Prompt Coverage

In plain English: how many different questions mention your brand at all, even if you're not the main cited source?

Citation Share counts links. Prompt Coverage counts any appearance. You might get named in a paragraph without a clickable link. You might be referenced in passing. Both count here.

Why it matters: it measures whether you're part of the AI conversation at all.

3) Brand Mentions (Linked and Unlinked)

In plain English: every time your brand name appears in an AI answer, linked or not. Track both.

Why it matters: mentions build awareness even when they don't bring a click today. Someone who sees your name three times across different questions remembers you.

4) Assisted Conversions (The Invisible GEO Win)

In plain English: someone finds out about you via an AI answer, doesn't click, but comes back later through a different route and eventually buys.

They might:

• Google your brand name directly
• type your website in manually
• find you on social media and then enquire
• remember you and come back weeks later

Why it matters: GEO often shapes buying decisions long before the final click. If you only measure last-click sales, you'll miss most of the value.

The GEO Tracking System (Simple Weekly Workflow)

Quick Answer: Four steps. Build a list of test questions, run them weekly in AI tools, record what you find, and use the data to decide what to publish next. A spreadsheet is all you need to start.

You don't need a complicated stack. You need consistency.

Step 1: Build your test questions (your 'prompt library')

Pick 30 to 100 questions your real customers might ask. Mix:

• Top of funnel: general questions people ask before they know they need you
• Middle of funnel: questions people ask while comparing options
• Bottom of funnel: questions people ask when they're nearly ready to buy

(There's a full section on how to build these further down. Don't worry about it yet.)

Step 2: Check the questions weekly

Once your list is ready, once a week you open up:

• Google (looking at the AI Overview at the top if one appears)
• ChatGPT
• Perplexity
• any other AI tool your customers actually use

Type each question in. Read the answer. Record what you see.

For each question, note down:

• were you cited? (yes or no)
• if yes, which page of yours was cited?
• which competitors were cited?
• what did the summary say about you? (positive, neutral, or negative)
• were you recommended? If so, in what context?

Step 3: Turn findings into actions

At the end of each week, look at your log and pick:

• the top 5 questions you really want to win
• the pages you need to create to win them
• the existing pages that need restructuring
• the internal links to add

If your internal linking is weak, fix that first. 👉 Read the GEO vs SEO vs AEO guide to get the basics right before layering anything else on top.

Step 4: Report one dashboard view monthly

Weekly tracking is for you. Monthly reporting is for your team or your boss.

Each month, share:

• citation share trend (going up or down?)
• prompt coverage trend
• top winning questions
• pages earning citations
• gaps to fill next month

How to Build Your Own Prompt Library

Quick Answer: Start by writing down every question your real customers ask. Ask your sales team. Look at your email inbox. Check what people type into your website search bar. Those are your prompts.

This is the most important part of the whole system. If your test questions aren't relevant to your business, the whole thing is useless.

Do not copy the examples below wholesale. They are prompts for a GEO agency (us) testing our own visibility. If you run a plumbing business, your questions should be about plumbing. If you run an accountancy practice, your questions should be about tax, VAT, bookkeeping, and whatever else your clients ask.

How to find your real questions

Start here:

1. Ask your sales team. Every question they hear before someone signs is a prompt you should test.
2. Look at your email inbox. What do people actually ask before they buy?
3. Check your Google Search Console data. What are people searching for that brings them to your site?
4. Look at your website search bar logs (if you have one).
5. Listen to customer calls. The exact words people use matter.
6. Check 'People Also Ask' boxes on Google for your key topics.

Aim for 30 to 100 questions total. Spread them across top, middle, and bottom of funnel.

Example Prompts (If You Were a GEO Agency)

Here's what our prompt library looks like. It's here to give you a feel for the structure and the different types of questions to include. Your list should look nothing like this.

Category A: Definitions and fundamentals (top of funnel)

1. What is Generative Engine Optimisation (GEO)?
2. GEO vs SEO: what's the difference?
3. What is Answer Engine Optimisation (AEO)?
4. How does AI search choose sources?
5. How do I get cited in AI-generated answers?
6. What is LLM optimisation (LLMO)?
7. What is entity SEO and why does it matter?

Category B: Google AI Overviews (middle of funnel)

1. How do I optimise for Google AI Overviews?
2. Why did my traffic drop after AI Overviews launched?
3. What content format gets cited in AI Overviews?
4. How do I structure blog posts for AI summaries?
5. Can businesses opt out of AI Overviews?
6. How do I keep conversions when AI summaries appear?

Category C: Tactical implementation (middle of funnel)

1. Best content structure for GEO
2. How to write citable content
3. Do FAQs help with GEO?
4. Does schema increase AI citations?
5. Which schema types matter most for service businesses?
6. How to build topical authority fast
7. How to build a pillar and cluster strategy

Category D: Technical and files (middle of funnel)

1. What is llms.txt?
2. Do I need llms.txt for my website?
3. How is llms.txt different from sitemap.xml?
4. What technical SEO matters most for AI visibility?
5. How do AI engines crawl and retrieve content?

Category E: Commercial and decision prompts (bottom of funnel)

1. Best GEO agency for service businesses
2. SEO vs GEO services: what do I need?
3. How much does GEO cost?
4. What's included in a GEO audit?
5. How long does GEO take to work?

Now replace every one of those with a question from your industry. That's your library.

What to Record (Your Tracking Template)

Quick Answer: A simple spreadsheet with twelve columns will do the job. No fancy software needed. This becomes your weekly GEO operations log.

If you're tracking in a spreadsheet, use these columns:

1. Date
2. Prompt (the question)
3. Engine (Google, ChatGPT, Perplexity, etc.)
4. Result Type (AI Overview, AI Answer, Standard search results)
5. Were we mentioned? (Yes/No)
6. Were we cited? (Yes/No)
7. Cited URL (which page of ours was linked)
8. Competitor citations (which domains were linked)
9. Summary sentiment (Positive, Neutral, Negative)
10. Recommendation context (if any)
11. Notes (what to improve)
12. Action (update, create, or link)

That's your weekly GEO operations log. Keep it boring and consistent. Patterns only emerge after a few weeks of steady tracking.

How to Improve Your Scores (From Data to Strategy)

Quick Answer: Low citation share means your pages aren't structured for AI. Lots of mentions but no citations means you have awareness but weak source signals. Competitors dominating key questions means you need to study what's working for them and build something better.

If you have low citation share

Do this first:

• restructure the page with a clear definition, steps, and FAQs
• strengthen internal linking from your pillar page
• add proof sections (examples, case studies, real results)
• clarify entities (use consistent service names across the whole site)

Start with the GEO framework. 👉 Read the pillar guide here

If you're mentioned but not cited

This usually means you have some awareness but weak source signals. AI knows you exist but doesn't trust you enough to link to you.

Fix:

• publish a single canonical 'source' page for that topic
• add schema markup
• add quotable blocks (short, clear, fact-first sentences)
• earn references from other sites (distribution matters)

👉 Read the schema guide here

If competitors dominate key questions

Study what's working for them:

• what pages are being cited?
• what format do those pages use? (steps, lists, FAQs?)
• what proof or authority are they showing?

Then build a better, clearer, more useful page. Don't copy. Outdo.

Liyana's Insight:

The first four weeks of doing this feel like nothing is happening. Clients get nervous. Then week five hits and a pattern appears. You see which questions you're close to winning and which ones you're nowhere near. You see which pages AI trusts and which ones it ignores. That's when the work gets interesting. Measurement doesn't sound exciting, but it is the thing that turns GEO from guesswork into a real plan.

FAQ

How often should I track GEO?

Once a week is enough to see patterns without creating busywork. Report to your team once a month.

Do I need special tools to start?

No. A list of questions, thirty minutes a week, and a simple spreadsheet will do the job. Paid tools like Profound, Peec AI, and ZipTie can help once you scale, but don't start there. 👉 Read our honest review of the five leading AI visibility tools when you're ready to consider paid tools.

What's the fastest way to improve GEO visibility?

Update your top pages with clear definition blocks at the top, step-by-step frameworks, short FAQs, and strong internal linking to a pillar page. 👉 Read our AI Overviews guide for the formatting rules.

How long before I see results?

Small improvements can show up within two to four weeks. Bigger shifts in citation share usually take three to six months of steady work. GEO rewards consistency, not heroics.

What if I don't know what questions my customers ask?

Ask your sales team. They know. If you don't have a sales team, look at the emails people send before they buy from you. Those are your questions.

Find Out Exactly Where You Stand in AI Search.

Right now, AI engines are answering questions about businesses just like yours and either sending you customers or sending them to your competitors. You need to know which. Our GEO Visibility Audit sets up the measurement system, runs the first month of tracking, and tells you exactly what to fix to start winning more citations and more customers.