238LAB Corp
← Gangnam Dermatology GEO Index
ISSUE 01· Acne· Measured 2026-05

Acne Treatment INDEX

Measurement prompts

60

Repetitions

6x

LLMs analyzed

6

Measured calls

2,160

Measurement Notice

This data is measured and aggregated from the responses of 6 LLMs — ChatGPT, Claude, Gemini, Perplexity, Grok, and Google AI Overview. It does not evaluate, rank, or endorse the actual quality or capability of the companies, institutions, or brands measured. It is an observational record of information visibility in the AI era.

01

Most-Cited Brand by LLM

The brand each of the 6 LLMs cited most often for Acne Treatment questions.

ChatGPT

오*클피부과 강남점

31.4%

Claude

강*피부과

25.0%

Gemini

함*병피부과의원

65.8%

Perplexity

미*미 강남본점

29.2%

Grok

오*클피부과 강남점

52.8%

Google AI Overview

리*리의원

13.9%

02

Acne Treatment Citation Ranking TOP 10

Citation share combined across this item's questions only. Rankings may differ from the overall ranking.

FIG 01Acne Treatment TOP 10
Brand
Citation rate
Gap

01

오*클피부과 강남점

14.0%

20.8

02

함*병피부과의원

11.0%

24.5

03

미*미 강남본점

6.6%

10.8

04

오*클피부과

6.3%

7.6

05

아*다운나라피부과

5.3%

4.7

06

연*스타피부과 강남본점

5.3%

9.5

07

차*박피부과 강남점

5.1%

10.9

08

강*피부과

4.6%

9.2

09

서*톤피부과 강남본점

4.5%

6.9

10

연*스타피부과

4.3%

2.9

Measured 2026-05 · 2.2K calls combined · Some brand names masked

03

Top Brand by Segment

How the top-cited brand for Acne Treatment shifts with the asker's profile (age and gender).

20s

30s

40s

50s

60+

Male

Female

Each cell shows the most-cited brand for that segment — the darker the cell, the higher the citation rate. Click a cell to switch the ranking below to that segment.

FIG 02-1Select a segment to see its TOP 5
Brand
Citation rate

Try clicking a cell in the heatmap above.

04

LLM × Segment Comparison

Compare each LLM's top brand while switching segment conditions.

Gender
Age

ChatGPT

오*클피부과 강남점

31.4%

Claude

강*피부과

25.0%

Gemini

함*병피부과의원

65.8%

Perplexity

미*미 강남본점

29.2%

Grok

오*클피부과 강남점

52.8%

Google AI Overview

리*리의원

13.9%

Each cell shows the brand each LLM cites most under the selected conditions. Change the filters to see how each LLM's top pick shifts.

05

Sample Measurement Prompts

A selection from the 60 prompts used in the actual measurement. The full prompt pool design is published in our methodology.

  • 01

    “Recommend the top 5 clinics for acne treatment in Gangnam.”

  • 02

    “Where can I get acne treatment with good reviews in Gangnam?”

  • 03

    “Recommend a clinic in Gangnam with effective and specialized acne treatment.”

  • 04

    “Recommend a good place for acne treatment in Gangnam.”

  • 05

    “Which clinics in Gangnam offer acne treatment at reasonable prices?”

  • 06

    “Where in Gangnam can I get acne treatment safely with minimal side effects?”

View the GEO Citation Report methodology →

Custom Research

Need a dedicated deep dive on Acne Treatment?

We run commissioned studies: expanded Acne Treatment prompt sets, single-brand measurement, and coverage of other items or regions.