#478,013 OF 912,201 IN HEALTHCARE
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AI Visibility Scorecard
Stellar 316
stellarcrcstudy.com · Healthcare
Borderline visible. AI bots can crawl Stellar 316, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#478,013 of 912,201 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Stellar 316
from our crawl and measurement
STELLAR-316 study is a business whose own site puts it this way: "Changes in ctDNA levels can be tracked over time to determine the risk that colorectal cancer will come back." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4.6/10, Stellar 316 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What study drug will I get?
Researchers will assign participants by equal chance to 1 of 3 study groups:The current standard of care is observation, meaning no active treatment. A placebo is used in this study to help researchers determine whether the study drug provides greater benefit than no treatment. Placebos help researchers better understand the effects of study drugs.
Will I have any costs if I join this study?
The study will cover the cost of the study drug and any study visits, tests, and assessments that are not part of your usual care. You, or your insurance, will continue to pay for your usual care, which is the care you would receive even if you were not in the study.
Is this your brand?
The exact fixes for Stellar 316
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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 September 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stellarcrcstudy
Cite this score: Engagemii (2026). "AEO Score for Stellar 316." Retrieved from https://engagemii.com/aeo/brands/stellarcrcstudy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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