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AI Visibility Scorecard
MD LTD
mdltd.com · Healthcare
At 2.8/10, MD LTD is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#743,295 of 780,635 in Healthcare for AI visibility
2.8
/10
AEO Score
About MD LTD
from our crawl and measurement
MD LTD, based in San Francisco, CA, describes itself simply: "The Concierge Experience: MD LTD is a membership program open to a limited number of patients offering highly personalized medical care and amenities." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
Our crawl found structured data on the page (MedicalBusiness, Physician, WebSite) 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
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 2.8/10, MD LTD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MD LTD
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MD LTD.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdltd
Cite this score: Engagemii (2026). "AEO Score for MD LTD." Retrieved from https://engagemii.com/aeo/brands/mdltd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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