AI Visibility Scorecard
mdatrials.com · Healthcare
Borderline visible. AI bots can crawl mdatrials.com, 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.
AI engines read this profile 1 times
Claude
#430,464 of 921,522 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Cancer treatment and cancer research hospital, cancer prevention education, medical education." That is how Cancer Clinical Trials introduces itself. When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (ItemList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 4.8/10, mdatrials.com is crawlable but under-signaled - fixable, and the signals above are where to start.
What are clinical trials?
Clinical trials are research studies in which patients may volunteer to take part. UT MD Anderson uses clinical trials to find better ways to prevent, diagnose and treat cancer.
What can a patient expect when meeting with a research nurse?
Before your first clinical trial appointment, the research nurse will review your medical records to confirm that you meet the clinical trial requirements. To help ensure the best outcomes, clinical trials often have a large number of requirements, such as having a specific cancer type or belonging to a certain demographic.
How often will a patient see a research nurse?
You will continue to see a research nurse for the duration of the clinical trial – which could be months, or even years. The nurse will explain any changes in your care. They'll also continue to meet with you to check your vital signs, take blood samples, or ask you questions about your health and any side effects you may be experiencing as a part of the clinical trial. “It’s a continuing relationship.
Are research nurses able to treat patients?
Becoming a research nurse requires the same education and licensure as clinical nurses, including a bachelor’s degree in nursing and professional nursing license (RN). Research nurses receive specialized training to conduct research, but they’re still able to perform many of the clinical tasks as other nurses, including giving medications and injections, performing patient assessments, and more.
How do research nurses impact cancer research and patients at MD Anderson?
Research nurses are a critical part of the clinical trial process. From administering patient care to serving as patient advocates, they have the opportunity to make an impact on individual patients and the entire field of cancer care. “Research nurses usher patients through treatment experiences they might not have access to otherwise and uphold clinical trial criteria and standards,” Draetta says.
Is this your brand?
The exact fixes for mdatrials.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for mdatrials.com.
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdatrials
Cite this score: Engagemii (2026). "AEO Score for mdatrials.com." Retrieved from https://engagemii.com/aeo/brands/mdatrials
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