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AI Visibility Scorecard
Jean Ling Tan | Aspiring Clinical Academic
jeanlingtan.com · Education
Borderline visible. AI bots can crawl Jean Ling Tan | Aspiring Clinical Academic, 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
#664,922 of 884,143 in Education for AI visibility
3.8
/10
AEO Score
About Jean Ling Tan | Aspiring Clinical Academic
from our crawl and measurement
"Jean LingTan Welcome! My name is Jean and I am an MB-PhD in Cancer Sciences candidate, funded by Cancer Research UK. My interests include oncology, surgery, research, and leadership." That is how Jean Ling Tan introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 3.8/10, Jean Ling Tan | Aspiring Clinical Academic is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Jean Ling Tan | Aspiring Clinical Academic
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.
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Source & Attribution
Scored by Engagemii on August 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jeanlingtan
Cite this score: Engagemii (2026). "AEO Score for Jean Ling Tan | Aspiring Clinical Academic." Retrieved from https://engagemii.com/aeo/brands/jeanlingtan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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