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AI Visibility Scorecard
Dr Magnus Lynch
ldnderm.com · Healthcare
Borderline visible. AI bots can crawl Dr Magnus Lynch, 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
#479,597 of 782,088 in Healthcare for AI visibility
4.4
/10
AEO Score
About Dr Magnus Lynch
from our crawl and measurement
Dr Magnus Lynch, based in London, describes itself simply: "Consultant Dermatologist and Mohs Surgeon specialising in skin cancer, Mohs micrographic surgery, acne scarring, laser treatments and general dermatology." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Physician, FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
By its own structured data it is a medical business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.4/10, Dr Magnus Lynch is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dr Magnus Lynch
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ldnderm
Cite this score: Engagemii (2026). "AEO Score for Dr Magnus Lynch." Retrieved from https://engagemii.com/aeo/brands/ldnderm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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