AI Visibility Scorecard
雙語教育觀察站｜免費教學手冊・CLIL 國際趨勢觀察
bilingual-notes.com · Education
Borderline visible. AI bots can crawl 雙語教育觀察站｜免費教學手冊・CLIL 國際趨勢觀察, 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 2 times
Claude · ChatGPT
#538,211 of 937,045 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About 雙語教育觀察站｜免費教學手冊・CLIL 國際趨勢觀察
from our crawl and measurement
雙語教育觀察站｜免費教學手冊・CLIL 國際趨勢觀察 is a business whose own site puts it this way: "科園國小雙語教育觀察站｜累積四個學期的真實課堂紀錄，提供 4 本免費雙語教學手冊（M1-M4 五六年級小書）、CLIL 國際趨勢觀察、SDL×IM 學習者象限診斷工具，與 AI 雙語教學資源，給臺灣英語、雙語、雙語學科老師、研究者與家長使用。." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.5/10, 雙語教育觀察站｜免費教學手冊・CLIL 國際趨勢觀察 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 雙語教育觀察站｜免費教學手冊・CLIL 國際趨勢觀察
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bilingual-notes
Cite this score: Engagemii (2026). "AEO Score for 雙語教育觀察站｜免費教學手冊・CLIL 國際趨勢觀察." Retrieved from https://engagemii.com/aeo/brands/bilingual-notes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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