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AI Visibility Scorecard
McHugh Neurosurgery
brianmchughmd.com · Healthcare
Borderline visible. AI bots can crawl McHugh Neurosurgery, 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
Apple Intelligence
#381,888 of 820,612 in Healthcare for AI visibility
4.8
/10
AEO Score
About McHugh Neurosurgery
from our crawl and measurement
McHugh Neurosurgery, based in West Islip, NY, describes itself simply: "Dr. Brian J. McHugh is a board-certified neurosurgeon on Long Island, New York. The goal at McHugh Neurosurgery is to treat all spinal conditions and problems with non-invasive treatments." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including Applebot (Siri). By its own structured data it is a medical business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
10
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 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 4.8/10, McHugh Neurosurgery is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McHugh Neurosurgery
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/brianmchughmd
Cite this score: Engagemii (2026). "AEO Score for McHugh Neurosurgery." Retrieved from https://engagemii.com/aeo/brands/brianmchughmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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