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AI Visibility Scorecard
Robert Bos, M.D
bosmd.com · Healthcare
Somewhat visible. AI bots can read Robert Bos, M.D, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#275,533 of 782,364 in Healthcare for AI visibility
5.1
/10
AEO Score
About Robert Bos, M.D
from our crawl and measurement
"Trusted Board Certified in Internal Medicine, Concierge Doctor, Adult Primary Care & Preventative Care serving the patients of New York City, New York, NY." That is how Robert Bos, M.D of New York, NY introduces itself. Its AI visibility score is 5.1 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 (Physician), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
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
7
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 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 5.1/10, Robert Bos, M.D has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Robert Bos, M.D
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bosmd
Cite this score: Engagemii (2026). "AEO Score for Robert Bos, M.D." Retrieved from https://engagemii.com/aeo/brands/bosmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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