AI Visibility / GEO Audits: What They Are and Whether Your Business Needs One

You can rank well in Google and still not know whether ChatGPT, Perplexity, or Google AI Overviews mention you, link a page of yours, or describe you accurately. That is what this audit checks.

What an AI visibility audit checks

Start with the questions a buyer would ask. Run them in the AI tools your customers use, and write down what comes back.

Your buyers may already be asking those questions. Semrush published a survey of this behavior on 5 March 2026. The sample is 1,030 U.S. shoppers who have tried AI tools, and the survey was fielded in December 2025. In that survey, 55% research products with AI at least weekly, and 43% have discovered a new brand that way. The write-up is How AI tools influence the modern buyer journey.

When you look at the answers, keep four reads separate.

• Mentions. Your name appears in the answer.
• Citations. A specific page of yours is linked as a source.
• Accuracy. The description matches what you offer now.
• Share of voice. Your name shows up as often as the competitors named in the same answers.

A tool can name you and still send the reader somewhere else. The link may go to a competitor, a review site, or a directory. That is a mention. A citation is the link to your page.

Your page can sit in position one, two, or three on Google and still be missing when someone asks an AI tool the same question. Rank and a citation are different checks.

You can run those four reads yourself. On Growth and Scale, they also run on a schedule.

How Growth Loops runs the check

Growth Loops is managed paid marketing from TeamAI and WebFX, and this check is one part of that program. On Growth and Scale, Visibility Analyst runs it for you.

It takes your buyer questions to ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini, and Copilot on a schedule, and keeps the four reads separate. When the answers come back, a WebFX Revenue Marketing Specialist reviews them with you. How often that happens depends on your plan. The specialist works from FXBrain, WebFX intelligence behind Growth Loops, drawn from 3.2M+ hours of WebFX marketing work. That intelligence is set up for 11 industries.

After that review, you get a brief your team can check. Mentions, citations, accuracy, and share of voice stay in their own rows, so one number can’t hide which row needs the work.

Three patterns when a brand is missing

A missing brand does not look the same every time. The brief separates three patterns.

1. The brand is absent. ChatGPT answers a category question by naming competitors. Your business is not on the list, so the buyer never reaches a page that includes you.
2. The link goes elsewhere. Someone asks Perplexity how to solve the problem you solve. The answer recommends a competitor. The sources are that competitor’s pages, or a directory.
3. The description is stale. Your site still ranks on Google, but the answer describes a retired package, an old price, or the wrong service area.

What a first check found

On 29 September 2026 we asked 6 buyer questions in ChatGPT, Perplexity, and Google AI Overviews. Thirteen answers are in. Five from that set are still open.

A company was named in 1 of those 13. A page was cited in 1 of those 13. Those were not the same answer. The other 11 answers had neither.

On a question about whether a GEO audit is needed, two of the answers linked other companies and a forum.

On a question about how to tell if an AI tool is recommending competitors, the answers we collected linked audit tools.

A name in one answer and a link in a different answer are not one result. That is why mentions, citations, accuracy, and share of voice stay in their own rows.

You do not need a secret file

If you’ve been told you need a special file before an AI tool will cite you, start with Google’s rule.

A page can appear as a supporting link in AI Overviews or AI Mode without extra technical requirements. It has to be indexed, and it has to be eligible to show a snippet in Google Search. That is the rule in Google Search Central’s AI features documentation, updated 10 December 2025.

The same page says you don’t need new machine-readable files, AI text files, or special schema for these features. An llms.txt file is that kind of extra file. Special schema is the markup Google says you don’t need to add.

Google still treats the usual SEO work as best practice for these features. Let the site be crawled. Link important pages from your own site. Put important content in text, not only in images. If you use schema, match it to the text a person can see on the page.

Signs you may need an audit

You’ll usually notice this before anyone hands you a report.

• You ask an AI tool for the best option in your category. Other brands appear. Yours doesn’t.
• The answer names you. The links go to a competitor, a review site, or a directory.
• A basic fact is wrong. The price is wrong, the service area is wrong, or the description doesn’t match the current offer.
• Your rankings held, and visits fell.
• You can pull a rank report. You can’t say whether AI tools mention the business.

Pew Research Center, 22 July 2025 used browsing data from 900 U.S. adults in March 2025. Those users clicked a traditional result in 8% of visits when an AI summary appeared. They clicked a traditional result in 15% of visits when it didn’t. A visit drop can have ordinary causes. The Pew finding is a reason to look at the click before you treat the drop as an AI visibility problem.

If two or more of the signs fit, run the check before you pick a cause. None of them, on its own, proves that AI cost you a sale.

When to wait

You can wait on a paid audit. Wait if the site has little text a tool could cite. Wait if you already know your buyers don’t research this purchase in AI tools. Wait if nobody on the team can act on a finding.

You can run a manual check in about 30 minutes. It has three parts.

1. List 10 to 15 questions a buyer would ask. Use full sentences, not keyword fragments.
2. Run each question in two or three tools your customers use. ChatGPT, Perplexity, and Google AI Overviews are a workable set.
3. Mark each answer with one label: mentioned, cited, absent, or described incorrectly.

That pass shows one day. On Growth and Scale, Visibility Analyst repeats the same questions. A WebFX Revenue Marketing Specialist reviews the new brief on that plan’s cadence. Starter includes monthly talk time with a WebFX Revenue Marketing Specialist, and the visibility check joins on Growth and Scale.

Who does the work

You don’t have to keep asking the questions yourself. How the managed program divides the work is in how an AI marketing agency divides the work.

Book a strategy call if you want to see which questions Visibility Analyst would track, which competitors belong in the set, and whether Growth or Scale fits. If Growth Loops is the wrong fit, the call should say so.

FAQ

What’s the difference between a mention and a citation?

Look at the answer, then look at the link. Your name in the answer is a mention. A link to a specific page of yours is a citation. A tool can name you and send the reader to a competitor, a review site, or a directory. The four-read brief tracks those outcomes separately.

Do I need special schema markup or an llms.txt file to get cited?

You can show up as a supporting link in AI Overviews or AI Mode without special schema or an llms.txt file. The page needs to be indexed and eligible to show a snippet. Google’s documentation lists no additional technical requirements. The source is Google Search Central’s AI features documentation.

Does ranking #1 in Google guarantee AI visibility?

You can sit in positions one through three on Google and still be absent when someone asks an AI tool the same question. Rank and an AI citation are different checks.

How do I check my AI visibility for free?

You can do a first pass yourself. List 10 to 15 questions a buyer would ask. Run each one in two or three tools your customers use. Mark whether the business was mentioned, cited, absent, or described incorrectly. That pass shows one day.

How often should I run an AI visibility audit?

One afternoon only shows that day. On Growth Loops, Visibility Analyst repeats the check, and a WebFX Revenue Marketing Specialist reviews it bi-weekly on Growth and weekly on Scale.

Does Starter include Visibility Analyst?

On Starter, the specialist time is monthly. The visibility check joins on Growth and Scale.