AI Visibility Scorecard
CyPath® Lung
cypathlung.com · Healthcare
Somewhat visible. AI bots can read CyPath® Lung, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#188,894 of 923,481 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
2
AI Adoption
iBasic · 2/100
About CyPath® Lung
from our crawl and measurement
CyPath® Lung is a business whose own site puts it this way: "Leading clinicians will discuss how mobile CT imaging, advanced lung imaging analysis and noninvasive lung cancer testing with at-home sample collection can expand access to lung health." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.4/10, CyPath® Lung has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why CyPath® Lung?
CyPath® Lung is a noninvasive test to improve the early detection of lung cancer in patients at high risk for the disease. CyPath® Lung can be used alone or in combination with other diagnostic tools. Physicians receive results within 3 days after sample is received by Precision Pathology Laboratory Services. VIEW SAMPLE LUNG REPORT
How Do My Patients Use CyPath® Lung?
CyPath® Lung is physician focused and patient friendly. Patients appreciate the ease of this noninvasive test-no needles, no blood.
Is this your brand?
The exact fixes for CyPath® Lung
Which AI engines already crawl you
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cypathlung
Cite this score: Engagemii (2026). "AEO Score for CyPath® Lung." Retrieved from https://engagemii.com/aeo/brands/cypathlung
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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