AI Visibility Scorecard
Rare MD
raremd.com · Healthcare
Somewhat visible. AI bots can read Rare MD, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#188,839 of 923,115 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Rare MD
from our crawl and measurement
"A rare disease diagnosis tool that results in the suspected diagnosis of up to ten rare diseases in 'a matter of minutes'." That is how Rare MD introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 5.4/10, Rare MD has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to use each rare disease focused tool.?
Create an instant differential diagnosis (DDx) of up to ten rare diseases ranked in order of probability.Create an account.If you are a medical professional, please subscribe to one of the available options to create an account and gain full access to our rare disease–focused diagnostic tool, RareMDx™.
Is this your brand?
The exact fixes for Rare MD
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/raremd
Cite this score: Engagemii (2026). "AEO Score for Rare MD." Retrieved from https://engagemii.com/aeo/brands/raremd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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