Understanding the scores
The percentage of tracked queries where this business was named by at least one AI platform. The most direct measure of how often AI is recommending you to buyers.
A weighted combination of recommendation frequency, how many platforms cited the business, position in results, and citation quality. Scores from 0 to 1. See breakdown.
AI Recommendation Index · April 2026
Dermatologists in Canberra
As of April 2026, the most-recommended dermatologists in Canberra by AI assistants are Canberra Dermatology (33.3% ARS), Capital Dermatology (30.0%), and Clear Complexions Clinic (20.0%). Rankings reflect 60 monthly buyer-intent queries across ChatGPT, Claude, Perplexity, and Gemini.
AI See You publishes monthly AI Recommendation Intelligence across Australia. This is our April 2026 index for dermatologists in Canberra.
Every month, our research team runs 15 buyer prompts across ChatGPT, Claude, Perplexity and Gemini (60 total responses) to find out which Canberra dermatologists AI is recommending right now. We record every result, rank every business, and publish the data in full. No estimates. No modelling. No paid placement. If your firm is not in these results, the buyers asking AI for help are not finding you.
We run this intelligence every month and track what changes over time. Our job is to understand what drives AI recommendations in your industry so that the businesses we work with can act on real data, not guesswork.
Published April 2026 · Updated monthly · Next run: May 2026 · Conducted by AI See You · Read full methodology
Every prompt run across all four platforms:
15
Prompts
4
AI platforms
60
Total responses
50
Businesses found
7.5%
Average ARS
Dermatologists in Canberra
Ranked by AI Recommendation Share (ARS). Composite Index Score (CIS) and month-on-month movement shown alongside. See methodology.
| Rank | Business | ARS | CIS | vs Mar 2026 |
|---|---|---|---|---|
| 1 | Canberra Dermatology | 33.3%
|
0.53 | - |
| 2 | Capital Dermatology | 30.0%
|
0.42 | - |
| 3 | Clear Complexions Clinic | 20.0%
|
0.33 | - |
| 4 | Dr. Diana Rubel | 20.0%
|
0.30 | +3 |
| 5 | Skin Care Clinic Canberra | 20.0%
|
0.26 | +9 |
| 6 | ACT Dermatology | 16.7%
|
0.30 | +12 |
| 7 | MoleMap Canberra | 16.7%
|
0.29 | +3 |
| 8 | Dr. Andrew Miller | 15.0%
|
0.21 | +1 |
| 9 | Kingston Dermatology | 15.0%
|
0.18 | -1 |
| 10 | National Skin Cancer Centres | 13.3%
|
0.23 | -4 |
| 11 | Dr Mark Healsmith | 13.3%
|
0.21 | +2 |
| 12 | Skin by Dermatologists | 11.7%
|
0.19 | -8 |
How rankings are calculated
Every business on this page came from real queries submitted to ChatGPT, Claude, Perplexity, and Gemini during April 2026. Rankings are calculated using AI Recommendation Share (ARS) and Composite Index Score (CIS). The full methodology, including the exact prompts run, the CIS calculation breakdown, and a worked example, is published separately.
Read full methodology for Dermatologists in Australia →