AI Visibility Scorecard
林哲玄醫生 Dr. David Lam
dr-davidlam.com · Other
Borderline visible. AI bots can crawl 林哲玄醫生 Dr. David Lam, 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
5
AEO Visibility
iBorderline · 4.6/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About 林哲玄醫生 Dr. David Lam
from our crawl and measurement
dr-davidlam.com is a business whose own site puts it this way: "我是第八屆香港立法會議員、外科醫生林哲玄David。醫療衞生界是多元共融的大家庭，過去多年，我始終堅持以專業為本，團結互惠，推動業界協作共贏。未來的日子，我將繼續為香港醫療衞生事業努力，為市民健康福祉獻力！ 香港立法會議員 林哲玄 Dr. David Lam." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite, ItemList), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 4.6/10, 林哲玄醫生 Dr. David Lam is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 林哲玄醫生 Dr. David Lam
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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/dr-davidlam
Cite this score: Engagemii (2026). "AEO Score for 林哲玄醫生 Dr. David Lam." Retrieved from https://engagemii.com/aeo/brands/dr-davidlam
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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