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 Brisbane
As of April 2026, the most-recommended dermatologists in Brisbane by AI assistants are Brisbane Skin (61.7% ARS), Westside Dermatology (56.7%), and Dr. Davin Lim (35.0%). 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 Brisbane.
Every month, our research team runs 15 buyer prompts across ChatGPT, Claude, Perplexity and Gemini (60 total responses) to find out which Brisbane 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
44
Businesses found
9.7%
Average ARS
Dermatologists in Brisbane
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 | Brisbane Skin | 61.7%
|
0.71 | +1 |
| 2 | Westside Dermatology | 56.7%
|
0.64 | -1 |
| 3 | Dr. Davin Lim | 35.0%
|
0.42 | +2 |
| 4 | The Skin Lab | 31.7%
|
0.35 | -1 |
| 5 | South East Dermatology | 26.7%
|
0.27 | -1 |
| 6 | The Derm Lab | 15.0%
|
0.16 | +2 |
| 7 | Clear Skincare Clinics | 15.0%
|
0.16 | -1 |
| 8 | Ascot Dermatology | 15.0%
|
0.14 | +1 |
| 9 | Dr. Shobhan Manoharan | 11.7%
|
0.16 | -2 |
| 10 | Cutis Clinic | 10.0%
|
0.19 | +1 |
| 11 | Dermatology Clinics Australia | 10.0%
|
0.13 | -1 |
| 12 | Toowong Dermatology | 10.0%
|
0.11 | - |
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 →