AI Visibility Index · Cosmetic Dental

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 212 clinics each engine names. Only 16 consistently appear - the rest are invisible in the channel patients increasingly start with.

16
of 212 clinics consistently named
64%
rarely surface at all
55%
top clinic's visibility (The Paddington Dental Surgery)
212
clinics evaluated
AI Engines Queried
ChatGPT
Claude
Perplexity
Gemini
Executive summary

Only 16 of 212 clinics are visible to AI

When a Sydney patient asks AI for a cosmetic dental clinic, the same handful of names come back - The Paddington Dental Surgery, Pitt Street Dental Centre, Smile Concepts, Dental Lounge, Smile by Design. The other 196 clinics, including most with strong reputations and busy practices, rarely surface at all. 64% 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 Sydney dental clinics are highly recommended for cosmetic procedures?"
"For those seeking highly recommended dental clinics in Sydney for cosmetic procedures, several establishments stand out for their expertise, technology, and patient-focused care. Here are some of the top choices: 1. The Paddington Dental Surgery ... 2. Vogue Dental Studios ... 3. Smile By Design (Dr. Michael Tam) ... 4. Dental Lounge, Sydney ... 5. Smile Concepts ... 6. Designer Smiles Dentistry ... 7. Pitt Street Dental Centre ... 8. About Smiles Sydney ... 9. TLC Dental (Dr. Leonard Hoffenberg) ... 10. No Gaps Dental"
Named The Paddington Dental Surgery · Pitt Street Dental Centre · Smile Concepts
Query: "What are the best cosmetic dental clinics in Sydney?"
"Here are the **best cosmetic dental clinics in Sydney**, based on reputation, expertise, reviews, and range of services: ... 1. **Smile by Design** (Bondi Junction & North Sydney) ... 2. **Dental Clinic @ World Tower** (Sydney CBD) ... 3. **Smile Concepts** (Pitt Street, Sydney CBD) ... The Paddington Dental Surgery ... **Vogue Dental Studios** (North Sydney) ... **Dental Lounge** (Sydney CBD & Double Bay) ... **Timeless Smiles** (Sydney)"
Named The Paddington Dental Surgery · Smile Concepts · Dental Lounge
Query: "What are the best places in Sydney for premium dental care?"
"1. Dental Lounge (CBD & Double Bay) 2. Lumiere Dental and Implants Centre (CBD) 3. Smile Concepts (Sydney CBD, Town Hall area)"
Named Smile Concepts · Dental Lounge
The leaderboard

The 10 most-visible clinics

Visibility = share of AI answers naming the clinic. The full ranking of all 212 clinics, with each one's band, is available on request.

#Cosmetic DentalScoreVisibilityBand
1The Paddington Dental Surgery70.855%Active
2Pitt Street Dental Centre66.555%Active
3Smile Concepts65.955%Active
4Dental Lounge64.550%Active
5Smile by Design62.950%Active
6TLC Dental56.150%Emerging
7Dr. Michael Tam55.345%Active
8Dental Clinic @ World Tower53.945%Emerging
9Vogue Dental Studios53.845%Emerging
10Macquarie Street Dental53.345%Emerging
+ 202 more clinics ranked, with each one's visibility and band. Get the full leaderboard & where you rank →

The top 5 are named in 50-55% of answers. By rank 10, visibility is already down to 45% - and 202 clinics sit below this table.

Most recommended

The five names AI returns most

1
The Paddington Dental Surgery
The most-named clinic across all four engines.
Visibility55%
Score70.8
2
Pitt Street Dental Centre
Named consistently across all four engines.
Visibility55%
Score66.5
3
Smile Concepts
Named consistently across all four engines.
Visibility55%
Score65.9
4
Dental Lounge
Named consistently across all four engines.
Visibility50%
Score64.5
5
Smile by Design
Named consistently across all four engines.
Visibility50%
Score62.9
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
bestdentist.com.auDirectory2
bestinau.com.auReview platform2
health.nsw.gov.auRegulator1
nsw.gov.auRegulator1
threebestrated.comDirectory1
+ 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 64% 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?

The Paddington Dental Surgery, Pitt Street Dental Centre, Smile Concepts, Dental Lounge, Smile by Design are the most consistently named across ChatGPT, Claude, Gemini and Perplexity. Only 16 of 212 clinics appear regularly.

How many Sydney clinics does AI actually name?

Just 16 of 212 clinics consistently appear; 64% rarely surface at all.

What sources does AI read to answer?

The most-cited sources are bestdentist.com.au, bestinau.com.au, health.nsw.gov.au - the directories, regulators and platforms AI re-reads to build its answers.

Which Sydney dental clinics are highly recommended for cosmetic procedures?

Asked across the four engines, AI most often names The Paddington Dental Surgery, Pitt Street Dental Centre, Smile Concepts. 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 212 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), 212 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 Cosmetic Dental AI Visibility Index, May 2026. Describes AI engine behaviour at time of testing; not medical or business advice.