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AI Visibility Scorecard
Constitution Surgery
csasurgery.com · Healthcare
Somewhat visible. AI bots can read Constitution Surgery, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#190,699 of 760,021 in Healthcare for AI visibility
5.4
/10
AEO Score
About Constitution Surgery
from our crawl and measurement
"Constitution Surgery Alliance is a leading developer and operator of ambulatory surgery centers since 1998. We bring expertise so our surgeon and health." That is how Constitution Surgery introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers and crawler access and the files AI engines look for. What holds it back is structured data describing the business and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The business dates to 1998.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 5.4/10, Constitution Surgery has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Constitution Surgery
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/csasurgery
Cite this score: Engagemii (2026). "AEO Score for Constitution Surgery." Retrieved from https://engagemii.com/aeo/brands/csasurgery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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