AI visibility
Being part of the answer
A search results page lists ten options and lets the customer choose. An AI answer chooses for them, and names three. Here is what decides which three — and how to measure where you stand.
AI Says audits your website — the foundation every AI platform draws on. To see what ChatGPT, Gemini, Claude, Perplexity or Google AI are saying about you today, our specialists review those platforms directly during a consultation. AI Says is independent and is not connected to any AI platform.
What AI visibility actually means
AI visibility is whether AI assistants and answer engines identify your business, describe it correctly, and include it when they answer the questions your customers ask before they buy.
It has three parts, and businesses tend to be strong at one and weak at another. Being known is whether you surface at all. Being described accurately is whether what surfaces is true and complete. Being recommended is whether the system moves from mentioning you to actively suggesting you. A business can be well known and rarely recommended — a common pattern, and usually a content problem rather than a technical one.
Why the shape of the answer changes the stakes
On a results page, being tenth still earns a click occasionally, and a customer sees the whole competitive set. In a synthesised answer, the customer usually sees two or three businesses and no indication of what was left out. There is no page two. Absence is invisible to the customer and expensive to you.
The second change is attribution. An answer engine paraphrases. If your page is the source but your name is not in the sentence, you have supplied the answer and received none of the credit — which is why citation is treated as a separate question from being mentioned.
Readiness and visibility: two sides of one goal
Being AI-ready doesn’t automatically make you AI-visible — but you can’t become visible without it. Readiness is a property of your website: whether AI systems can reach it, identify you from it, find substance in it and lift an answer out of it. Every part of that is observable, so it can be measured automatically, repeatedly and identically — which is what the free AI Readiness Report does, across your site and your competitors’ sites.
Visibility is what the platforms actually say when a customer asks, so it is reviewed on the platforms themselves. A specialist does that work directly in a consultation: reviewing the answers, researching which competitors are named instead, and reporting back. AI Says helps you build the foundation. Our experts help you understand how you compare, where your competitors are gaining ground, and what to do next.
The mechanism
Five things have to go right before you are named
Nobody outside the platforms knows their exact selection rules. What is observable is the sequence a business has to survive to appear in an answer at all.
- 01
Identification
The system has to be confident your business is a distinct entity: a specific organisation, at a specific place, offering specific things. Structured data, consistent naming and corroborating profiles do this work. Ambiguity is resolved by omission.
- 02
Retrieval
Your content has to be reachable and indexed. A site-wide noindex, a blanket crawler block, or pages that exist only behind JavaScript that never renders will keep you out regardless of how good the business is.
- 03
Extraction
The system needs a passage it can lift. Sections that open with a direct answer in 40–60 words are quotable; sections that open with a brand statement are not. This is the difference between being read and being used.
- 04
Corroboration
Claims confirmed in more than one independent place are treated with more confidence than claims made only on your own site. This is why directory listings, association registers and genuine editorial mentions matter more than they did for rankings.
- 05
Selection
Finally the system chooses which two or three businesses to name. It favours the ones it can describe specifically and confidently. Specificity — project sizes, price ranges, service areas, credentials — is what turns a candidate into a recommendation.
In practice
Where the work actually is
In most businesses the fixes are unglamorous, cheap and already overdue.
Technical
- Organization and LocalBusiness schema, complete
- sameAs links to every profile you control
- A sitemap, canonical tags, no stray noindex
- A deliberate decision about AI crawlers
Content
- Question headings drawn from real buyer language
- A direct answer in the first 40–60 words
- Specifics: price ranges, timeframes, service areas
- A service page per service, not one combined page
Authority
- Google Business Profile claimed and complete
- Industry association and licensing registers
- Genuine editorial or partner mentions
- Identical business details everywhere
AI Says is not affiliated with or endorsed by OpenAI, Google, Anthropic, Perplexity or other AI/search providers. Platform names are used descriptively to identify the services being assessed.
Platform visibility is reviewed by a specialist, directly on each platform, during your consultation — so you get expert interpretation, not just raw output. AI Says is independent and not connected to any AI platform.
Questions
AI visibility questions
AI visibility builds on SEO but targets a different outcome: inclusion in a short synthesised answer rather than a position in a list of links. On a results page, position ten still gets seen; in an AI answer, there may be only three names. Both depend on being crawlable and credible, but AI systems also need passages they can quote and facts they can corroborate, not just pages they can rank.
Remove every reason an assistant has to leave you out — that is what shifts the odds in your favour. The usual culprits are ambiguity about who you are, content that answers nothing directly, a lack of independent sources confirming your claims, and technical barriers to retrieval. Be wary of anyone promising guaranteed recommendations; focus on the signals you control and track how the answers respond.
Yes — Google itself now shows AI-generated answers above traditional results for many searches. The question is less about which tool your customers open and more about which format they read. The same signals that make you quotable in an assistant make you quotable in an AI Overview.
AI readiness is a property of your website; AI visibility is what the platforms actually say about you. Readiness covers whether AI systems can reach your site, identify you from it, find substance in it and lift answers out of it — observable, repeatable and scored automatically as your AI Readiness Score. Visibility is reviewed by asking the platforms real customer questions. Being AI-ready doesn’t automatically make you AI-visible — but you can’t become visible without it.
Pair the free AI Readiness audit with a specialist review of the platforms. The audit measures your website’s foundations and benchmarks your competitors’ sites; in a consultation, a specialist puts your customers’ questions to ChatGPT, Gemini, Perplexity, Claude and Google AI and reports where you are named, how you are described and who appears instead. Booking is free.
AI visibility changes continuously: models are updated, retrieval indexes refresh, competitors publish, and the same question can be answered differently at different times. That is why a single reading is a snapshot rather than a verdict, and why patterns across several questions and checks are more reliable than any one answer.
Entity ambiguity is usually the biggest cause. If a system cannot confidently determine that your business is a distinct organisation with a known location and a known offering, it will hedge or leave you out rather than risk being wrong. Consistent naming, Organization or LocalBusiness structured data, and profiles elsewhere that corroborate you are the fastest ways to remove that doubt.
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