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AI Visibility Scorecard
John A. Buza III MD
johnbuzamd.com · Healthcare
Somewhat visible. AI bots can read John A. Buza III MD, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#215,590 of 816,935 in Healthcare for AI visibility
5.3
/10
AEO Score
About John A. Buza III MD
from our crawl and measurement
John A. Buza III MD is a business whose own site puts it this way: "Orthopedic spine surgeon in NYC specializing in minimally invasive surgery for disc herniation, spinal stenosis, and neck or back pain. Offices in Queens." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
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
7
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
10
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 5.3/10, John A. Buza III MD has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John A. Buza III MD
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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnbuzamd
Cite this score: Engagemii (2026). "AEO Score for John A. Buza III MD." Retrieved from https://engagemii.com/aeo/brands/johnbuzamd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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