⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
The Institute of Chest Wall Surgery (ICWS)
icwsorg.com · Healthcare
Somewhat visible. AI bots can read The Institute of Chest Wall Surgery (ICWS), but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#113,487 of 726,258 in Healthcare for AI visibility
5.7
/10
AEO Score
About The Institute of Chest Wall Surgery (ICWS)
from our crawl and measurement
"The Institute of Chest Wall Surgery (ICWS) is the world’s largest center for chest wall disorder treatment, specializing in surgeries for chest wall deformities." That is how The Institute of Chest Wall Surgery (ICWS) introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 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, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Away from its own site, it comes up on Reddit. There is some, but not much, sign that only a handful of sites link to it and 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 and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
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.
5
Reddit mentions and discussion.
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 5.7/10, The Institute of Chest Wall Surgery (ICWS) has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Institute of Chest Wall Surgery (ICWS)
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Institute of Chest Wall Surgery (ICWS).
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/icwsorg
Cite this score: Engagemii (2026). "AEO Score for The Institute of Chest Wall Surgery (ICWS)." Retrieved from https://engagemii.com/aeo/brands/icwsorg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform