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AI Visibility Scorecard
Division of Thoracic Surgery
chestsurg.org · Healthcare
Somewhat visible. AI bots can read Division of Thoracic Surgery, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence
#32,612 of 859,437 in Healthcare for AI visibility
6
AEO Visibility
iVisible · 6.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Division of Thoracic Surgery
from our crawl and measurement
Division of Thoracic Surgery describes itself simply: "The Division of Thoracic Surgery provides diagnostic and treatment services to patients who have conditions of the lung and airway, esophagus, mediastinum and chest wall." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models. It is missing structured data describing the business, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 6.2/10, Division of Thoracic 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 Division of Thoracic Surgery
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chestsurg-org
Cite this score: Engagemii (2026). "AEO Score for Division of Thoracic Surgery." Retrieved from https://engagemii.com/aeo/brands/chestsurg-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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