Somewhere in your inbox is an email telling you your business is invisible in ChatGPT and that it’s urgent. Possibly three of them. Almost all are selling something. Almost none tell you how to check.
Underneath the sales noise sits a real change. AI search visibility is the shorthand for it. People now ask ChatGPT, Google’s AI Overviews and Perplexity the questions they used to type into Google: who’s the best dentist near me, who can fix a leaking flat roof in Warrington. Industry estimates put AI Overviews in roughly a third of UK Google searches by mid-2026, up from around one in five at the start of 2025.
This guide defines the term, shows what being named and being absent look like, gives you the only substantial dataset anyone has published on how selective these tools are, and walks you through checking your own business in about ten minutes. Where the evidence is thin, we’ll say so.
What AI Search Visibility Actually Means in Plain English
AI search visibility isn’t a ranking. That’s the first thing to unlearn, because nearly every habit you’ve picked up from Google pulls the wrong way here.
On Google you hold a position. Third in the map pack, seventh in the blue links. An AI answer has no positions. It has a shortlist, usually three to five businesses, and you’re either named on it or you aren’t.
Nothing sits at number eleven waiting to be promoted.
Two separate questions hide inside the word “visibility”. Duran Inci of Optimum7 describes current AI tools as reflection engines rather than answer engines: they reassemble what the web already says about a business rather than working anything out. So you need to know whether they name you at all, and separately, what they say about you when they do.
A roofer described as reliable for emergency call-outs and a roofer described as mainly doing commercial contracts are both visible. Only one wins the 11pm leaking flat roof.
These answers turn up in Google’s AI Overviews above ordinary search results, and in ChatGPT, Perplexity, Gemini and Copilot. Same question, different shortlists, and they disagree with each other far more than you’d assume.
You’ll see this work called GEO, AEO or just AI SEO. They mostly describe the same job, and our guide to GEO unpacks the term properly. The fastest way to understand any of it is to see it happen.
What Showing Up Looks Like: One Prompt, Two Answers
Open ChatGPT and type this: Who’s the best dentist in Warrington for a nervous patient?
What comes back looks roughly like this, illustrative rather than real, practices unnamed.
Answer A: “Three Warrington practices are well reviewed for anxious patients. Practice A has a dedicated page on nervous patient care and offers sedation. Practice B is mentioned for its calm atmosphere. Practice C publishes its fees upfront.”
Practice A is there for reasons you can point at. It has a page answering that question, not a general “Our Services” page. Its name, address and phone number match everywhere, so the cross-checking agrees with itself.
Its reviews are recent and answered. Its fees sit on its own site.
Answer B: the practice two streets away isn’t mentioned. Not fourth, not further down. Absent. From the patient’s side there’s no signal it exists, and nothing in its analytics to see.
Run it again and expect a different list. One study, reported secondhand, had 600 volunteers run identical prompts around 3,000 times and reportedly found under a 1% chance of the same list appearing twice. That’s the system working as designed, not a fault. The checking section below covers what to do.
On fees: Kevin Indig’s Growth Memo analysis found that when a business doesn’t display pricing, AI fallback to third-party pricing sources rose from 17% to 77%. Leave prices off and something else describes what you cost.
The difference between A and B isn’t rank. It’s that the patient never learns B exists.
How Selective AI Recommendations Really Are
ChatGPT recommended 1.2% of the business locations it was tested against.
That figure comes from SOCi’s 2026 Local Visibility Index, published on 28 January 2026, which tested more than 350,000 business locations. Google’s local 3-Pack featured 35.9% of the same locations. SOCi’s framing is that ChatGPT is nearly 30 times more selective than traditional local search. Platforms differ sharply too: the same report put Gemini at around 11.0% and Perplexity at around 7.4%.
Before you use that number, the caveat. The index studied enterprise multi-location brands averaging roughly 67 locations each. It does not say your single practice has a 1.2% chance of being recommended. It says even national brands with real marketing budgets are mostly not recommended, which tells you how short the shortlist is.
Now the part that should encourage you. SOCi’s own analysis suggests single-location businesses may be structurally advantaged, because their data and reputation signals are simpler and more unified.
A chain has 67 sets of opening hours, 67 address formats and 67 review streams to keep in agreement, and one underperforming site drags on all of them. You have one of each. Consistency is what these systems reward, and it’s far easier to achieve at your size than at theirs.
The same report gives the review bar. Locations ChatGPT recommended averaged around 4.3 stars, Perplexity 4.1 and Gemini 3.9. Treat those as observed floors rather than targets. Sit meaningfully below one and you drop out of consideration rather than simply rank lower.
The shortlist is short, but it isn’t closed. Being small is not the disadvantage here.
Why a Good Website Still Doesn’t Get Recommended
You rank top three on Google for your main service term, and have for years. ChatGPT has still never mentioned you. That’s normal, and the reasons are unglamorous.
Google success doesn’t transfer. One analysis reportedly found only around 12% of the URLs ChatGPT cites for “best plumber in [city]” questions also rank in Google’s top ten. Two selection systems reading different signals. Ranking well isn’t a passport.
Your details disagree. These systems cross-check your name, address and phone number across sources, and disagreement reads as uncertainty. “St” on your website, “Street” on your Google Business Profile. An old landline still live on a forgotten directory. An address inside an image or a PDF isn’t readable text, so it doesn’t count.
Your content is a brochure. A general “Our Services” page doesn’t match a buyer-shaped question. A page answering “do you treat nervous patients” or “what does probate cost” does. That’s what Answer A was doing.
Your reviews are thin or unanswered. The star floors above are part of it, and how you reply is reportedly read too. A wall of unanswered reviews is a weaker signal than it looks.
The answers are probabilistic anyway. Some days you’re in the list and some days you aren’t, for no fixable reason.
You’ll also read that you should check whether GPTBot, ClaudeBot and PerplexityBot are blocked in your robots.txt, or publish an llms.txt file. Worth a two-minute look. For almost every small local site it isn’t the problem: most have never touched robots.txt and are already crawlable. A cheap check, not a fix.
If more than one sounds familiar, start with the details check. Cheapest job here, and the most often wrong.
How to Check Whether Your Business Shows Up
There’s no rank tracker for AI search visibility, and anybody implying otherwise is selling something. What you can do is check manually, this afternoon, for nothing.
- Write five to eight prompts a real customer in your town would type, in their words not yours.
- Run each one several times, across ChatGPT, Google’s AI Overviews and Perplexity.
- Use a logged-out or temporary chat so your history doesn’t flatter the result.
- Record whether you were named, who else was, and how you were described.
- Repeat monthly using the same prompts.
Step four captures visibility and perception at once, the two questions from earlier.
Because answers vary run to run, the only meaningful number is a visibility percentage. Named in four runs out of ten, not “position three”. That reframe retires a rank that doesn’t exist.
Then the part nobody mentions. These tools don’t reliably pass referral data, so AI-driven visits land in your analytics as “direct”. Julian Hooks and Claire Carlile have both flagged it. A business can be winning enquiries from AI answers and see nothing that explains it.
Tooling exists, but it’s a young market. Otterly.AI, RankScale, Ayzeo and Durable’s free checker are all low-cost, the big SEO platforms have added AI visibility modules, and a DIY tracker built on a no-code tool plus DataForSEO credits costs well under $100. None is a standard yet.
If you’ve never run the manual check, do that first and ignore the tools. Buy a tracker only once you have a prompt set worth tracking.
Does AI Visibility Actually Bring In Enquiries?
The honest answer: less clearly than anyone selling this will tell you.
Direct evidence tying AI visibility to calls, bookings and enquiries is thin, and what exists is mostly vendor claims and single anecdotes. We found one HVAC business reporting a 40% booking increase with no way to verify it, so we’re not offering it as proof. Some of that gap is measurement rather than absence of effect: even businesses watching closely can’t separate AI-driven enquiries from direct traffic.
What holds up is plain logic. When an AI names three local businesses and you aren’t one of them, you weren’t outranked. You weren’t in the consideration set at all, and the customer never got to compare you. That’s a different loss from finishing fourth in the map pack, and from your side it’s invisible.
What we can put on the table is our own result. A Manchester veterinary clinic, anonymised at their request and tracked from August 2025 to August 2026, went from 6 appearances in Google AI Overviews to 165, and became the number one ChatGPT-recommended local practice in its area. It’s on our case studies page so you can check it. The boundary: one client, one sector, one year, and appearances are what we measured.
Somebody has probably offered you a guaranteed number of AI citations, money back. The volatility above is why nothing about these systems supports a guarantee.
Being named is worth having, and being absent costs you quietly. Anyone quantifying that for your business to two decimal places is guessing.
What Actually Moves the Needle for a Local Business
These are in order of return, and the first two cost nothing but time.
Make your details identical everywhere. Same business name, same address format down to the abbreviations, same phone number, across your website, your Google Business Profile and every directory listing you have. Plain crawlable text, not an image or a PDF. Tedious, and the highest-return job here.
Keep the Google Business Profile alive. Every field completed, recent photos, regular posts, and a reply to every review including the good ones. Housekeeping nobody mentions: keep two or three people on admin access, with the primary owner on a domain email rather than a personal Gmail, so you aren’t locked out later.
Answer real questions in plain text. Visible FAQs on the page, not tucked inside accordions, with direct answers of roughly 50 to 70 words, phrased the way a customer would ask them.
One page per service and location. This is where you out-compete a national chain. A “flat roof repairs in Widnes” page beats a “Roofing Services” page covering the North West, because narrow specificity is easier to match to a specific question.
Put your prices on your site. Even a range or starting-from figure, for the fallback reason covered earlier.
Add LocalBusiness and FAQPage schema. It helps machines read what’s already on the page. It isn’t a switch that turns visibility on.
All of this is doable yourself. If you’d rather someone else did it, that’s what we do, and you’ll get a straight answer either way, including a no.
FAQ
Does my business show up in ChatGPT?
The only way to know is to ask it. Open a logged-out or temporary chat, type the question a customer would type, and run it several times. Answers vary between runs, so read the result as “named in four of ten”, not a fixed position. The manual check above sets out how.
Is AI search visibility the same thing as SEO?
Overlapping, not identical. The groundwork is shared: consistent details, a live Google Business Profile, genuine reviews and pages that answer real questions. The selection is different. One analysis reportedly found only around 12% of URLs ChatGPT cites for “best [trade] in [city]” queries also rank in Google’s top ten. Ranking well is helpful and not sufficient.
Do I need an llms.txt file or to unblock AI crawlers?
Almost certainly not, and it’s over-sold. Most small business sites have never edited robots.txt and are already crawlable, so there’s usually nothing to unblock. It’s a two-minute check worth doing once. It isn’t the reason you’re not being recommended. Inconsistent details, generic content and thin reviews are.
How long does it take to show up in AI search?
There’s no honest fixed answer. The one worked example we can point to is our own published case study, where a clinic’s AI Overviews appearances moved from 6 to 165 over roughly twelve months. Anyone quoting you a timescale to the week is guessing.
Can anyone guarantee AI citations?
No. Some agencies sell a guaranteed number of citations with a money-back promise. Nothing about how these systems choose businesses supports that: the same prompt run twice reportedly produces an identical list less than 1% of the time. You can improve your odds substantially. You cannot buy a fixed outcome.