AI Visibility Scorecard
CLED 클레드 무카페인 복원커피
cledbrew.com · Food & Beverage
Borderline visible. AI bots can crawl CLED 클레드 무카페인 복원커피, 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.
AI engines read this profile 6 times
Claude · Meta AI
#905,423 of 1,391,795 in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
Top 80% of Food & Beverage
See what's behind this score →4
-
Network Authority
iNot connected yet
Food & Beverage average 0.0
0 relationships · Food & Beverage average 2
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Food & Beverage average 18
See what's behind this score →0
About CLED 클레드 무카페인 복원커피
from our crawl and measurement
"카페인 없는 복원커피 | 대체커피를 넘어 커피의 구조와 경험을 복원하는 복원커피 프로젝트 클레드." That is how CLED 클레드 무카페인 복원커피 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (OnlineStore), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- CLED 클레드 무카페인 복원커피
- Website ·
- cledbrew.com
- Industry ·
- Food & Beverage
- Location ·
- 금천구, 11
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.6/10, CLED 클레드 무카페인 복원커피 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CLED 클레드 무카페인 복원커피
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cledbrew
Cite this score: Engagemii (2026). "AEO Score for CLED 클레드 무카페인 복원커피." Retrieved from https://engagemii.com/aeo/brands/cledbrew
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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