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AI Visibility Scorecard
京東人kd-man清潔創業學院
kd-man.com · Education
Borderline visible. AI bots can crawl 京東人kd-man清潔創業學院, 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
#370,297 of 873,227 in Education for AI visibility
5
/10
AEO Score
About 京東人kd-man清潔創業學院
from our crawl and measurement
京東人清潔創業學院 KD-man, based in 宜蘭市, 宜蘭縣, describes itself simply: "京東人清潔創業學院，是一個以「可複製、可落地、可長期經營」為核心的專業清潔創業與技師培訓體系。我們不教坊間流傳的清潔偏方，也不販售無法驗證的快速致富神話，而是以明確化學原理、標準化流程與現場可檢核的品質控管，協助學員真正建立一門能賺錢、能久做、不易出事的專業。." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (EducationalOrganization, WebSite, CollectionPage), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 5/10, 京東人kd-man清潔創業學院 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 京東人kd-man清潔創業學院
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 京東人kd-man清潔創業學院.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kd-man
Cite this score: Engagemii (2026). "AEO Score for 京東人kd-man清潔創業學院." Retrieved from https://engagemii.com/aeo/brands/kd-man
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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