AI Visibility Index · Aesthetic Clinics

London clinics: who AI recommends,
and who's invisible.

We put the questions a London patient actually asks to ChatGPT, Claude, Gemini and Perplexity, and recorded which of 273 clinics each engine names. Only 7 consistently appear - the rest are invisible in the channel patients increasingly start with.

7
of 273 clinics consistently named
70%
rarely surface at all
70%
top clinic's visibility (Harley Street Skin Clinic)
273
clinics evaluated
AI Engines Queried
ChatGPT
Claude
Perplexity
Gemini
Executive summary

Only 7 of 273 clinics are visible to AI

When a London patient asks AI for an aesthetic clinic, the same handful of names come back - Harley Street Skin Clinic, The Cosmetic Skin Clinic, Cadogan Clinic, PHI Clinic, Taktouk Clinic. The other 266 clinics, including most with strong reputations and busy practices, rarely surface at all. 70% of the cohort is effectively invisible in AI search.

See for yourself

What AI says when a patient asks

Real, unedited answers from the study - the same handful of names recur, question after question.

Query: "Where can I find the best cosmetic procedures in London?"
"The Private Clinic of Harley Street is a flagship, multi-award-winning cosmetic clinic... Cadogan Clinic is a leading specialist cosmetic surgery clinic... Taktouk Clinic... The Harley Street Skin Clinic... Delta Clinics... Cosmetic Surgery Partners... House of Saab... Fiore Aesthetics."
Named Harley Street Skin Clinic · Cadogan Clinic · Taktouk Clinic
Query: "Who are the leading experts in aesthetics in London?"
"Dr. Tapan Patel (PHI Clinic) ... Dr. Tracy Mountford (The Cosmetic Skin Clinic) ... Dr. Wassim Taktouk (Taktouk Clinic) ... Dr. Alexis Granite (Skinesis Medical at Sarah Chapman) ... Dr. Leah Totton (Dr Leah Clinics) ... Dr. Uliana Gout (London Aesthetic Medicine) ... Dr. Sophie Shotter (Illuminate Skin Clinic) ... Dr. David Jack ... Dr. Nina Bal ... Dr. Youssef (Simply Clinics)"
Named The Cosmetic Skin Clinic · PHI Clinic · Taktouk Clinic
Query: "Which aesthetic clinics in London are known for their reliability?"
"Here are several clinics ranked in order of how strongly they demonstrate those reliability features: 1. PHI Clinic (Harley Street) ... 2. ALTA Medi (Harley Street) ... 3. Dr Leah Clinics ... 4. ASKINOLOGY (City of London) ... 5. The Cadogan Clinic (Chelsea) ... 6. EpicDermis Medical (South London)"
Named Cadogan Clinic · PHI Clinic
The leaderboard

The 10 most-visible clinics

Visibility = share of AI answers naming the clinic. The full ranking of all 273 clinics, with each one's band, is available on request.

#Aesthetic ClinicScoreVisibilityBand
1Harley Street Skin Clinic83.570%Active
2The Cosmetic Skin Clinic72.560%Active
3Cadogan Clinic63.650%Active
4PHI Clinic60.645%Active
5Taktouk Clinic55.645%Emerging
6House of Saab40.535%Emerging
7Dr Leah Clinics38.530%Active
8The Clinic by Dr Maryam Zamani35.625%Emerging
9Montrose London34.030%Emerging
10111 Harley St.33.925%Active
+ 263 more clinics ranked, with each one's visibility and band. Get the full leaderboard & where you rank →

The top 5 are named in 45-70% of answers. By rank 10, visibility is already down to 25% - and 263 clinics sit below this table.

Most recommended

The five names AI returns most

1
Harley Street Skin Clinic
The most-named clinic across all four engines.
Visibility70%
Score83.5
2
The Cosmetic Skin Clinic
Named consistently across all four engines.
Visibility60%
Score72.5
3
Cadogan Clinic
Named consistently across all four engines.
Visibility50%
Score63.6
4
PHI Clinic
Named consistently across all four engines.
Visibility45%
Score60.6
5
Taktouk Clinic
Named consistently across all four engines.
Visibility45%
Score55.6
The sources

What AI reads to answer

These directories, regulators and platforms surfaced in AI answers. They are not competing for the patient - they are the third-party sources AI re-reads. Getting listed and well-reviewed on them moves your own visibility.

SourceTypeEngines
marieclaire.co.ukPublication3
treatwell.co.ukDirectory2
booksy.comDirectory1
dermatologists.londonDirectory1
injectablesbooking.co.ukDirectory1
+ more sources cited across the cohort. Get the full source list →
How AI builds an answer

An AI answer is built from 6 layers. Most clinics cover 1.

When ChatGPT, Claude, Gemini or Perplexity answer a patient's question, the response is assembled from six technical inputs. No single marketing discipline covers them all - which is why 70% of clinics rarely surface.

SEO covers2 of 6
PR covers1 of 6
Content teams cover1 of 6
28 Labs coversall 6
1Crawler access
Can the AI engines read your site at all? Default CMS configs block at least 2 of the 4 AI crawlers.
2Machine-readable structure
Schema, clean markup, clear entities the engines can parse.
3Answer-shaped content
You directly answer the questions patients ask.
4Authority & citations
Independent sources - directories, regulators, reviews - corroborate you.
5Freshness
The data is current.
6Per-engine presence
You appear across all four engines, not just one.

Get 28 Labs to set you up for success

We cover all six layers - the audit, the fixes, and the ongoing visibility - so AI starts recommending you. One programme, every engine.

Talk to 28 Labs
About

28 Labs - we measure who AI recommends

28 Labs measures how brands get recommended across ChatGPT, Claude, Gemini and Perplexity. We've analysed 11,000+ AI answers covering 100+ brands across 15 markets - a uniquely deep view of what AI actually recommends, and why.

11,000+
AI answers analysed
100+
brands tracked
15
markets
4
AI engines
FAQ

Frequently asked questions

Which clinics does AI recommend in London?

Harley Street Skin Clinic, The Cosmetic Skin Clinic, Cadogan Clinic, PHI Clinic, Taktouk Clinic are the most consistently named across ChatGPT, Claude, Gemini and Perplexity. Only 7 of 273 clinics appear regularly.

How many London clinics does AI actually name?

Just 7 of 273 clinics consistently appear; 70% rarely surface at all.

What sources does AI read to answer?

The most-cited sources are marieclaire.co.uk, treatwell.co.uk, booksy.com - the directories, regulators and platforms AI re-reads to build its answers.

Where can I find the best cosmetic procedures in London?

Asked across the four engines, AI most often names Harley Street Skin Clinic, The Cosmetic Skin Clinic, Cadogan Clinic. The full ranking, and where each clinic sits, is on this page.

How does 28 Labs measure AI visibility?

Each clinic is scored on whether ChatGPT, Claude, Gemini and Perplexity name it across the questions patients ask, May 2026. Citations reflect the retrieval / web layer; some recommendations draw on training data with no visible citation.

See where you rank - and how to fix it.

This page shows the public top 10. Get the full ranking of all 273 London clinics, exactly where you sit across all four engines, and the specific moves to climb.

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How we did it. Patient questions x 4 engines (ChatGPT, Claude, Gemini, Perplexity), 273 London clinics scored on whether each engine names them. "Visibility" = share of answers naming the clinic. Citations reflect the retrieval / web layer; some recommendations draw on training data with no visible citation. Data captured May 2026.

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28 Labs · AI Visibility Research · London Aesthetic Clinics AI Visibility Index, May 2026. Describes AI engine behaviour at time of testing; not medical or business advice.