AI Visibility, in plain English
What is AI Visibility?
When a buyer asks AI for the best supplier in your category, you either show up or you don't. Everything else is downstream of that.
Last updated: · 5 minute read
The shift, in one paragraph
For 20 years, your buyer Googled "best [your service]" and scrolled. Now they ask ChatGPT, Perplexity, or Google's AI Overview the same question, and the answer arrives in one paragraph with three or four sources cited. The buyer reads the answer. Calls one of the cited brands. Or doesn't.
Same buyer. Same moment of intent. Different shopfront.
What "visibility" actually means now
Two things. They sound similar but they're not.
Cited as Source
Your website is named in the answer
Your domain appears as a clickable source. The buyer can click straight through to your site. This is the prize.
Mentioned by Name
Your brand is spoken about
The AI mentions your company by name in the answer text but doesn't necessarily link to you. Still useful. Builds familiarity. Less direct.
Both matter. We test both. The first is harder to win and worth more. The second is brand presence in the answer machine.
Two phrases you'll hear us use
AI Visibility. Whether your business shows up when buyers ask AI tools to recommend a supplier in your category. The plain-English term most leadership teams already use.
AEO (Answer Engine Optimisation). The technical synonym used inside marketing teams and by the agencies. Same idea, drier label. We use AI Visibility throughout this site because it travels better in a boardroom.
Why this is a commercial conversation, not a marketing one
This is not about ranking higher on Google. It's about whether buyers can find you at the moment they're choosing.
Three numbers worth knowing.
AI search is now 56% the size of traditional search globally (HubSpot AEO research, May 2026). Cost per click on commercial-motor and claims terms is up 10 to 18% year on year (SEMrush and Adthena UK CPC indices). Traditional Google results are losing 15 to 25% of their volume to AI engines absorbing the answer (Gartner organic search forecast).
Translated: the channel your buyers used yesterday is getting more expensive while the channel they're using now is the one where you don't yet appear.
What actually matters: five questions
Plain English version. Five questions a non-technical person can verify. Pass three, you're competitive. Pass all five, you're winning.
- 1
Can an AI engine read what you do?
If your homepage doesn't say in one sentence what you sell and who you sell it to, an AI engine struggles to summarise you. Most operator-led brands fail this test.
- 2
Are the questions your buyers ask actually answered on your site?
If buyers ask 'do I need taxi insurance for private hire' and your FAQ doesn't have that question, the AI cites someone else's FAQ. Even when your service answers it perfectly in person.
- 3
Does your site signal credibility in a way a machine can verify?
25 years of trading, FCA authorisation, eight regional offices. The AI cannot see any of that unless the site is structured to say so. Real-world reputation does not translate automatically.
- 4
Are you showing up in the right geography?
If you have offices in five cities but only two appear when a local buyer asks for a supplier, the other three are silent assets.
- 5
Are you publishing things worth citing?
Original data, real numbers, customer stories with names. AI engines pull from sources they can verify and reuse. Brochure copy doesn't make the cut.
The filing-cabinet metaphor for schema
Think of schema as a label on a filing cabinet. Without the label, the AI has to open every drawer and guess what is inside. With the label, it knows immediately.
We put three labels on every page on this site:
- Article. This page is a piece of writing, with an author, a publisher, and a date.
- FAQ. These are the questions and answers worth quoting.
- Breadcrumb. This is where the page sits in the site so the AI can place it in context.
For the more technical reader
Underneath the friendly questions sit a set of real, technical checks. Five categories of fix the AI engines actually respond to:
Schema markup
Structured data labels that tell a machine 'this is a service', 'this is a price', 'this is an FAQ'. Most sites have none of it.
Semantic HTML
Using the right elements (article, section, main) so a machine can isolate the content worth reading from the chrome around it.
Server-rendered content
Making sure the page content is in the HTML the engine downloads, not generated in the browser after the fact. Many SPA sites quietly fail this.
Crawler permissions
Explicitly allowing GPTBot, ClaudeBot, PerplexityBot, Google-Extended and Applebot-Extended in your robots.txt. Most sites haven't updated this since AI search began.
Freshness signals
Visible 'last updated' dates on every page. AI engines weight freshness more heavily than Google does.
None of these require a rebuild. All of them are content and configuration. Most operator-led businesses already have the raw material. The packaging is what's missing.
AI Visibility is a compounding asset
Once the foundations are in, every new piece of content extends the surface area you can be cited from. The work compounds. The cost does not.
You'll know it's working when your inbound enquiries start to mention "I asked ChatGPT and your name came up." That sentence is the new "I found you on Google."
Frequently asked questions
What is AI Visibility?
AI Visibility is whether your business shows up when buyers ask AI tools like ChatGPT, Perplexity, Claude, or Google AI Overviews to recommend a supplier in your category. It covers two things: being cited as a source (your domain appears as a clickable link in the answer) and being mentioned by name (your brand is named in the answer text). It is sometimes called Answer Engine Optimisation, or AEO. We use AI Visibility throughout because it is the language most leadership teams already use.
Why does AI Visibility matter for my business?
AI search is now around 56% the size of traditional search globally (HubSpot AEO research, May 2026). When a buyer asks an AI engine for the best supplier, the answer arrives in one paragraph with three or four sources cited. If your brand is one of the cited sources, you get the call. If you are not, the answer is a competitor. There is no scroll, no second page, no fallback list.
What is the difference between AI Visibility and SEO?
SEO is the practice of ranking high on Google's blue links. AI Visibility is the practice of being the source that AI engines quote when they generate an answer. SEO rewards keywords, backlinks and domain authority. AI Visibility rewards clear, structured, credible content that a machine can extract and cite. The two work together. Strong SEO improves the chance of being cited. AI Visibility decides whether you actually are.
What does an AI Visibility audit actually check?
We run real buyer queries through ChatGPT, Claude, Perplexity and Google AI Overviews, then score whether your business is cited, mentioned, or absent. We then check five plain-English questions about your site: Can an AI engine read what you do? Are the questions your buyers ask actually answered? Does the site signal credibility a machine can verify? Are you visible in the right geography? Are you publishing content worth citing?
Is AI Visibility a one-off fix or an ongoing job?
It is a compounding asset. Most of the work is content and configuration, not a rebuild. Once the foundations are in, monthly monitoring keeps you ahead as the answer engines change their citation patterns. Think of it the way a finance director thinks of a property: an asset that pays back over time, not a campaign that ends.
The verdict, in one line
If you've spent the last decade building a real business with real credentials and real customers, but you can't see yourself in an AI answer to your own category-defining question, you do not have a marketing problem. You have a packaging problem. That is fixable, and it is not a rebuild.
Ready to see where you stand?
Free 3-minute mini-audit. Free 16-query Snapshot. Full diagnostic and 90-day plan, £995.