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AI Visibility Scorecard
Massachusetts General Hospital
cdgemm.com · Healthcare
Borderline visible. AI bots can crawl Massachusetts General Hospital, 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
#365,460 of 839,080 in Healthcare for AI visibility
4.9
/10
AEO Score
About Massachusetts General Hospital
from our crawl and measurement
Massachusetts General Hospital is a Boston, MA business whose own site puts it this way: "A versatile team of doctors and scientists at the Center for Celiac Research at Massachusetts General Hospital, Mass General for Children, and the Celiac Program at Harvard Medical School." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 4.9/10, Massachusetts General Hospital is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Massachusetts General Hospital
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 July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdgemm
Cite this score: Engagemii (2026). "AEO Score for Massachusetts General Hospital." Retrieved from https://engagemii.com/aeo/brands/cdgemm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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