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AI Visibility Scorecard
바이브코딩디자인MD
kdesignmd.com · Technology
Borderline visible. AI bots can crawl 바이브코딩디자인MD, 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
#1,935,914 of 2,706,628 in Technology for AI visibility
4
/10
AEO Score
About 바이브코딩디자인MD
from our crawl and measurement
kdesignmd.com describes itself simply: "한국형 UI 디자인 분석(DESIGN.md), 화면 유형별 AI 코딩 프롬프트, 계약서·회사 양식 프롬프트를 무료로 제공합니다. 토스·배민·당근 등 한국 서비스의 디자인 패턴 분석과 실무 문서 작성 가이드를 함께 읽어보세요." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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 4/10, 바이브코딩디자인MD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 바이브코딩디자인MD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 바이브코딩디자인MD.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kdesignmd
Cite this score: Engagemii (2026). "AEO Score for 바이브코딩디자인MD." Retrieved from https://engagemii.com/aeo/brands/kdesignmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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