AI Visibility Index · Aesthetic Clinics

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

We put the questions a Sydney patient actually asks to ChatGPT, Claude, Gemini and Perplexity, and recorded which of 221 clinics each engine names. Only 8 consistently appear - the rest are invisible in the channel patients increasingly start with.

8
of 221 clinics consistently named
73%
rarely surface at all
85%
top clinic's visibility (Contour Clinics)
221
clinics evaluated
AI Engines Queried
ChatGPT
Claude
Perplexity
Gemini
Executive summary

Only 8 of 221 clinics are visible to AI

When a Sydney patient asks AI for an aesthetic clinic, the same handful of names come back - Contour Clinics, All Saint Clinic, The Manse Clinic, The Clinic Bondi, Studio Aesthetica. The other 213 clinics, including most with strong reputations and busy practices, rarely surface at all. 73% 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: "Which aesthetic clinics are considered the best in Sydney?"
"Sydney boasts a wide array of highly-regarded aesthetic clinics, many of which are known for their expert practitioners, advanced treatments, and luxurious patient experiences. Here are some of the best aesthetic clinics in Sydney: 1. All Saint Clinic ... 2. The Manse Clinic ... 3. Contour Clinics ... 4. Rejuvenation Clinics of Australia (RCA) ... 5. Dr Adam Brown Skin & Cosmetics ... 6. The Clinic Bondi"
Named Contour Clinics · All Saint Clinic · The Manse Clinic
Query: "Where can I find the highest-rated aesthetic clinics in Sydney?"
"The highest-rated aesthetic clinics in Sydney are concentrated in the Eastern Suburbs, CBD, and North Shore, with standouts including All Saint Clinic, The Manse Clinic, Contour Clinics, Melanie Grant, Jocelyn Petroni, and Rejuvenation Clinics of Australia."
Named Contour Clinics · All Saint Clinic · The Manse Clinic
Query: "Where can I get high-quality fillers in Sydney?"
"The Manse Clinic is a heritage institution in cosmetic medicine, founded by Dr. Naomi, who has 27 years of experience in cosmetic medicine ... Studio Aesthetica (Paddington) ... M1 Med Beauty Sydney offers professional lip filler and dermal filler treatments"
Named The Manse Clinic · Studio Aesthetica
The leaderboard

The 10 most-visible clinics

Visibility = share of AI answers naming the clinic. The full ranking of all 221 clinics, with each one's band, is available on request.

#Aesthetic ClinicScoreVisibilityBand
1Contour Clinics103.085%Active
2All Saint Clinic100.675%Active
3The Manse Clinic98.375%Active
4The Clinic Bondi79.670%Active
5Studio Aesthetica64.455%Active
6Rejuvenation Clinics of Australia63.455%Emerging
7Infinity Skin Clinic62.455%Emerging
8All Saints Clinic61.850%Emerging
9Dr Adam Brown Skin & Cosmetics61.555%Emerging
10Dr. Josh Wall57.655%
+ 211 more clinics ranked, with each one's visibility and band. Get the full leaderboard & where you rank →

The top 5 are named in 55-85% of answers. By rank 10, visibility is already down to 55% - and 211 clinics sit below this table.

Most recommended

The five names AI returns most

1
Contour Clinics
The most-named clinic across all four engines.
Visibility85%
Score103.0
2
All Saint Clinic
Named consistently across all four engines.
Visibility75%
Score100.6
3
The Manse Clinic
Named consistently across all four engines.
Visibility75%
Score98.3
4
The Clinic Bondi
Named consistently across all four engines.
Visibility70%
Score79.6
5
Studio Aesthetica
Named consistently across all four engines.
Visibility55%
Score64.4
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
theurbanlist.comPublication2
hse-network.comRegulator1
safetyandquality.gov.auRegulator1
cybo.comDirectory1
provenexpert.comReview platform1
+ 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 73% 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 Sydney?

Contour Clinics, All Saint Clinic, The Manse Clinic, The Clinic Bondi, Studio Aesthetica are the most consistently named across ChatGPT, Claude, Gemini and Perplexity. Only 8 of 221 clinics appear regularly.

How many Sydney clinics does AI actually name?

Just 8 of 221 clinics consistently appear; 73% rarely surface at all.

What sources does AI read to answer?

The most-cited sources are theurbanlist.com, hse-network.com, safetyandquality.gov.au - the directories, regulators and platforms AI re-reads to build its answers.

Which aesthetic clinics are considered the best in Sydney?

Asked across the four engines, AI most often names Contour Clinics, All Saint Clinic, The Manse 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 221 Sydney clinics, exactly where you sit across all four engines, and the specific moves to climb.

Press & data requests: [email protected]

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How we did it. Patient questions x 4 engines (ChatGPT, Claude, Gemini, Perplexity), 221 Sydney 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 · Sydney Aesthetic Clinics AI Visibility Index, May 2026. Describes AI engine behaviour at time of testing; not medical or business advice.