AI Visibility Scorecard
Dr. Hsin Ning YONG | Adjunct Professor | Innovation Strategist
hsinning.com · Education
Borderline visible. AI bots can crawl Dr. Hsin Ning YONG | Adjunct Professor | Innovation Strategist, 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 1 times
Claude
#872,003 of 936,247 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Dr. Hsin Ning YONG | Adjunct Professor | Innovation Strategist
from our crawl and measurement
Dr. Hsin Ning YONG is a business whose own site puts it this way: "A light-hearted memoir of resilience, humour and healing. 'How I Lost My Eyebrows and Found Myself' is a collection of personal essays by Singapore author Hsin-Ning Yong." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
Our crawl found structured data on the page (Book) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.1/10, Dr. Hsin Ning YONG | Adjunct Professor | Innovation Strategist is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dr. Hsin Ning YONG | Adjunct Professor | Innovation Strategist
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hsinning
Cite this score: Engagemii (2026). "AEO Score for Dr. Hsin Ning YONG | Adjunct Professor | Innovation Strategist." Retrieved from https://engagemii.com/aeo/brands/hsinning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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