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AI Visibility Scorecard
MDERMALAB Co., Ltd
mdermalab.com · Beauty & Personal Care
Borderline visible. AI bots can crawl MDERMALAB Co., Ltd, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#97,087 of 147,885 in Beauty & Personal Care for AI visibility
3.9
/10
AEO Score
About MDERMALAB Co., Ltd
from our crawl and measurement
Home_KR describes itself simply: "Skip to content Download Catalog PRODUCT MALL EN | KR | JP About US K-뷰티의 새로운 기준 한국의 아름다움을 혁신하고, 세계와 연결하다 MDERMALAB은 뷰티 디바이스와 프로페셔널 스킨부스터를 연구·개발 및 제조하며, K-Beauty의 기술력과 교육 시스템을 글로벌 시장에 전달하고." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.9/10, MDERMALAB Co., Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MDERMALAB Co., Ltd
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Skin Type Isn't One-Size-Fits-All. Neither Should Your Brand's Advice Be.
Beauty is personal in a way that almost no other category is.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MDERMALAB Co., Ltd.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdermalab
Cite this score: Engagemii (2026). "AEO Score for MDERMALAB Co., Ltd." Retrieved from https://engagemii.com/aeo/brands/mdermalab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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