This article is a practical guide for dermatology clinic directors and hospital operators. It explains step-by-step how to build an AI search exposure infrastructure without a budget or agency.
Why AI Search Exposure Now?
The way patients search for dermatology clinics is changing. Patients who used to read Naver blog reviews have started asking ChatGPT or Perplexity directly. "Acne dermatology clinic near Hongdae," "Tell me about a Gangnam dermatology clinic with specialists" — AI answers these questions by mentioning specific hospital names.
Clinics not mentioned by AI do not enter the patient's consideration set from the start. This is not a traffic issue but a disconnection in awareness. And this problem can be approached structurally, even without a marketing budget or agency contract.
Q1. Which Dermatology Clinics Does AI Cite?
AI does not evaluate medical quality. Clinical skill or patient satisfaction are areas AI cannot judge. AI actually judges one thing:
"Does reliable information about this clinic exist in a structured format?"
There are three key factors to increase trustworthiness.
Q2. Can It Be Done Directly Without an Agency?
Technically, it is possible. However, one must understand the actual scope of "direct implementation" to make a judgment.
To directly equip a clinic website with GEO infrastructure, the following items are required.
| Item | Difficulty | Description |
|---|---|---|
| Schema.org MedicalClinic Markup | Medium | Insert into HTML in JSON-LD format. Developer required. |
| LLM Markdown API Implementation | High | Endpoint directly read by AI bots. Server development required. |
| Create 4 Language Pages | High | Translation + Multilingual Routing + hreflang setup. |
| llms.txt Registration | Low | Create text file and place in root directory. |
| HIRA Public Data Integration | High | API integration + periodic synchronization logic development. |
| AI Bot Traffic Analysis | High | Bot UA identification + logging + citation pattern analysis. |
If a clinic wants to build these items directly, continuous development costs and maintenance time are required. While it might be a meaningful choice for those who wish to maintain direct control even with technical debt, for most dermatology clinics, it is realistically difficult to manage this infrastructure while focusing on patient care.
Q3. What is the Fastest Way to Start Without a Budget?
It is to register on a platform that has already built GEO infrastructure. This method allows clinics to add their information to an existing structure without needing to build the infrastructure from scratch.
Keudeomjip (크덤집) is a dermatology-specialized platform designed in this manner. Basic profiles for 2,097 dermatology clinics nationwide have already been created based on HIRA public data, and the following infrastructure is immediately applied upon partner registration.
- Schema.org MedicalClinic + FAQPage + BreadcrumbList Structured Data
- Dedicated LLM Markdown API for GPTBot · ClaudeBot · PerplexityBot
- 4 Language Pages (Korean · English · Japanese · Russian)
- llms.txt Registration and AI Crawler Permission Settings
- HIRA Institutional Code Integration (Trust signal based on HIRA public data)
- Real-time Monitoring of AI Bot Visits and Citation Patterns
By registering as a partner, you can directly manage treatment information, consultation hours, medical staff profiles, and foreign language consultation availability, and the entered information will be automatically reflected across the entire infrastructure mentioned above. Partner features are currently offered for free during the pilot period.
Keudeomjip Partner Registration: Apply on the Partner Application Page → Dashboard activated within 3 business days.
What Clinics Can Do Directly Besides Platform Registration
These are free actions you can take directly in conjunction with platform registration.
Gemini relies on the Google search index. Pages not registered with GSC may be excluded from Gemini citations.
Adding a text file to the root path (e.g., hospital.com/llms.txt) can inform AI crawlers of the official information entry point. This is possible without a developer.
Listing the clinic on Wikidata, a Wikipedia-based public knowledge database, can include it as one of the reliable sources referenced by AI.
Directly enter "[Region] dermatology clinic with specialists" to check if your clinic is currently mentioned. If included in the answer, you can also identify which sources are cited.
Frequently Asked Questions
If I register with Keudeomjip, will it immediately appear on ChatGPT?
No service guarantees AI citation. Keudeomjip provides structured infrastructure that AI can read, and whether it is cited is determined by each AI service's algorithm. Based on the entire Keudeomjip platform, an average of 23 ChatGPT citations per day have occurred since its launch.
Can it be used in conjunction with an existing marketing agency?
Yes. Keudeomjip is not a replacement for existing marketing channels but a platform that adds a data layer specialized for AI citation. It can be used alongside Naver Ads, Instagram marketing, and GEO agencies.
Are there any issues with medical advertising laws?
Keudeomjip distinguishes and displays objective information based on HIRA public data (number of specialists, year of establishment, location) from information directly entered by partners. The clinic must verify the compliance of treatment and event information entered by partners with medical advertising laws. The platform itself does not use ranking, recommendation, or comparison expressions.
When will Gemini citations increase?
Gemini relies on the Google search index. An increase in Gemini citations is expected after the Google core update rollout, which began on May 21, 2026, is completed and reflected in Google AI search results, likely after late June.
Disclaimer: This article aims to provide industry analysis and practical information and does not guarantee AI search exposure results. Whether AI cites content may vary depending on each AI service's algorithm.