AI Visibility Scorecard
Hand Surgery
handsurgerymtl.com · Healthcare
At 2.65/10, Hand Surgery is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Parallel
Top 5% in Healthcare for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Healthcare average 11
Top 19% of Healthcare
See what's behind this score →2.65
-
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 →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Healthcare average 18
See what's behind this score →0
About Hand Surgery
from our crawl and measurement
Hand Surgery describes itself simply: "Carpal Tunnel Syndrome, Trigger Finger, Arthritis and more. Treatments are available on Same Day, or Within a Week." When AI engines look at it, they find little to work with. It scores 2.65 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
- Company ·
- Hand Surgery
- Website ·
- handsurgerymtl.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
-
Not yet measured.
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 2.65/10, Hand Surgery is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT SETS US APART?
We take the time to create a relationship with each of our patients. From the time they enter our practice to the time they leave, we do all we can to establish a foundation of trust so that they feel supported in their decisions for their health and well-being. Private Surgical Facility Our fully accredited, state-of-the-art private surgical facility is designed with your comfort in mind.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/handsurgerymtl
Cite this score: Engagemii (2026). "AEO Score for Hand Surgery." Retrieved from https://engagemii.com/aeo/brands/handsurgerymtl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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