AI Visibility Scorecard
風鳴教室 Humming Education
hummingedu.com · Education
Borderline visible. AI bots can crawl 風鳴教室 Humming Education, 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
#847,265 of 937,045 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About 風鳴教室 Humming Education
from our crawl and measurement
風鳴教室 Humming Education describes itself simply: "風鳴教室 (Humming Education) 專注於成人轉職培訓，提供 ERB 美容與營養課程，致力於培養具備國際認證水準的專業人才。." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Weak
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
Fair
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 3.3/10, 風鳴教室 Humming Education is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for 風鳴教室 Humming Education
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hummingedu
Cite this score: Engagemii (2026). "AEO Score for 風鳴教室 Humming Education." Retrieved from https://engagemii.com/aeo/brands/hummingedu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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