#855,732 OF 908,706 IN HEALTHCARE
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AI Visibility Scorecard
Doctors and Scientists
doctorsandscientists.com · Healthcare
At 2.8/10, Doctors and Scientists 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
#855,732 of 908,706 in Healthcare for AI visibility
3
AEO Visibility
iNear-invisible · 2.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Doctors and Scientists
from our crawl and measurement
"The International Alliance of Doctors & Scientists comprises over 17,000 medical scientists and doctors, united against corporate corruption within the medical industry." That is how Doctors & Scientists Alliance • News and Community introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found structured data on the page (WebSite, NewsMediaOrganization, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 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 2.8/10, Doctors and Scientists is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Doctors and Scientists
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/doctorsandscientists
Cite this score: Engagemii (2026). "AEO Score for Doctors and Scientists." Retrieved from https://engagemii.com/aeo/brands/doctorsandscientists
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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