AI visibility is how often AI assistants such as ChatGPT, Gemini, Perplexity and Claude mention, recommend and cite your business when customers ask for help, and whether what they say about you is accurate. It is a different measure from search ranking, because an AI answer often names only a few businesses.
AI visibility: how often AI assistants mention, recommend and cite your business, and whether what they say about you is accurate.
What does AI visibility mean?
It means being named, described correctly and linked as a source when an assistant answers a customer asking who to choose.
A customer asks “who should I call for a roof leak” or “best family dentist near me.” The assistant usually names a few businesses. AI visibility describes how often you are one of them, how you are described, and whether your website is linked.
What to do next: Ask three questions a customer would ask, in a new chat in each assistant, and note whether you are named.
What is AI visibility made of?
Five measurable things: mentions, recommendations, citations, accuracy and share of voice.
- Mentions: how often your business is named in an answer.
- Recommendations: whether the assistant actively suggests you as a good choice, not just lists your name.
- Citations: how often your website is linked as a source.
- Accuracy: whether what the assistant says about you is correct.
- Share of voice: your mentions as a share of all business mentions in the same answers, including competitors.
What to do next: Read how to measure AI visibility to turn these into numbers.
What is share of voice in AI answers?
Share of voice is your mentions divided by all business mentions across the same set of questions, including your competitors’ mentions.
If assistants name 41 businesses across your test questions and 3 of them are you, your share of voice is about 7%. It shows whether you are winning or losing against the businesses customers actually compare you with, which a mention count alone cannot.
How is AI visibility different from SEO ranking?
SEO earns a position in a list of links, while AI visibility earns a place inside an answer.
| SEO ranking | AI visibility | |
|---|---|---|
| What the customer sees | A list of links to choose from | An answer that names a few businesses |
| What you earn | A position and clicks | A mention, a citation, a description |
| How you measure it | Rankings, impressions, clicks | Mention rate, citations, share of voice, accuracy |
| What drives it | Links, content, technical SEO | The same basics, plus clear identity, consistent details and independent mentions |
What to do next: See AI visibility vs SEO for the full comparison.
What is an AI visibility audit?
It is a structured test of whether assistants can find, understand and recommend your business, ending in a ranked list of fixes.
- AI answers: real customer questions across the major assistants, recording who is named and in what order.
- Structured data: whether your site tells machines who you are, what you do and where.
- Website content: whether your pages answer the questions customers ask.
- Listings and details: whether your name, service area and hours match across sources.
- Reviews and third-party sources: which outside sites shape the answer.
- Competitors: who gets recommended in your area and why.
What to do next: Start with a free check. See where to find a free AI visibility audit tool.
Why does AI visibility matter?
More customers ask an assistant who to hire before they open a list of search results, and an answer usually names only a few businesses.
If you are not one of them, that customer may never see you. Visibility in AI answers is now a place to be found, alongside search.
A fictional dental practice, 24 test questions
| Business | Questions where named | Mention rate |
|---|---|---|
| Riverside Family Dental (fictional) | 3 of 24 | 12.5% |
| Competitor A (fictional) | 15 of 24 | 62.5% |
The gap, and the reasons behind it, are what an audit explains.
This is a fictional example to show the format. It is not a CoreTxt test result and not data about a real business.
Where should you go next?
Start with the guide that matches your question.
| Your question | Read |
|---|---|
| How do I turn this into numbers? | How to measure AI visibility |
| How is it different from SEO? | AI visibility vs SEO |
| What do GEO, AEO and the other terms mean? | AEO vs GEO vs AI visibility glossary |
| How do I improve it? | How to improve AI visibility and how to get cited by AI |
| Why is my business missing? | Why your business is not showing up in ChatGPT |
| How do assistants pick local businesses? | AI visibility for local businesses and for agencies and service firms |
| How do I write content AI can quote? | How to structure content for AI search |
| Is there a free way to check? | Free AI visibility audit tool |
Frequently asked questions
What is AI visibility?
AI visibility is how often AI assistants such as ChatGPT, Gemini, Perplexity and Claude mention, recommend and cite your business, and whether what they say about you is accurate.
What does AI visibility mean?
It means being named, described correctly and linked as a source when an assistant answers a customer who is asking who to choose.
What is AI search visibility?
It is the same idea applied to AI-powered search features and chat assistants. The measure is whether your business appears in the answer, not where a link sits in a list.
What is share of voice in AI visibility?
Your mentions divided by all business mentions in the same set of answers, including competitors. It shows whether you are winning or losing against the businesses customers compare you with.
What is the difference between AI visibility and SEO?
SEO earns a position in a list of links. AI visibility earns a place inside an answer, which often names only a few businesses. The two share many foundations.
What is an AI visibility audit?
A structured test of whether assistants can find, understand and recommend your business, ending in a ranked list of fixes. A free scan checks your website. A full audit also tests real customer questions across the assistants.
No one controls what an AI assistant says. These steps improve your chances of being understood and recommended. They do not guarantee a mention, a citation or a position.
Related guides
- How to measure AI visibility without vanity metrics
- AEO vs GEO vs AI visibility: a simple glossary
- Free AI visibility audit tool
- Why isn't my business showing up in ChatGPT?
Want help with this?
The One-Time Deep Audit tests real customer questions across ChatGPT, Gemini, Perplexity and Claude and delivers a PDF report with a 90-day roadmap within 1 day. See the sample report or pricing.
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