AI Visibility Scorecard
Master Surgery
mastersurgery.com · Healthcare
Borderline visible. AI bots can crawl Master Surgery, 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.
AI engines read this profile 1 times
Claude
#711,227 of 925,477 in Healthcare for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Healthcare average 11
Top 55% of Healthcare
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Healthcare average 18
See what's behind this score →0
About Master Surgery
from our crawl and measurement
Master Surgery is one of the businesses we track in the Healthcare space. When AI engines look at it, they find little to work with. It scores 3.5 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.
- Company ·
- Master Surgery
- Website ·
- mastersurgery.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 read your site and name it in answers. At 3.5/10, Master Surgery is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Master Surgery?
(Who We Are & What We Do) Master Surgery, is a comprehensive online surgical education resource that is designed and operated by practicing Surgeons. Our group consists from renowned surgeon educators to surgical residents to offer an updated refreshing approach to today’s evolving operative education.
WHY Master Surgery?
Our easy to watch brief videos highlight the steps of every procedure utilizing our step-by-step approach. Every procedure is meticulously edited by surgeons to follow the same standardized structure allowing more efficient and effective learning. Terms Of Service Privacy Policy ©2019 Copyright Master Surgery, LLC Scroll to top
Is this your brand?
The exact fixes for Master Surgery
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mastersurgery
Cite this score: Engagemii (2026). "AEO Score for Master Surgery." Retrieved from https://engagemii.com/aeo/brands/mastersurgery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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