AI Visibility Scorecard
Dr. Vince Clinical Research - Smarter Faster Data
drvince.com · Healthcare
Borderline visible. AI bots can crawl Dr. Vince Clinical Research - Smarter Faster Data, 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 4 times
Apple Intelligence · Claude · Meta AI · Perplexity
#47,035 of 924,111 in Healthcare for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 95% of Healthcare companies
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Dr. Vince Clinical Research - Smarter Faster Data
from our crawl and measurement
Dr. Vince Clinical Research is a Street Overland Park, KS business whose own site puts it this way: "Help advance medicine by participating in a clinical study at one of the world’s most luxurious research centers." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 4.2/10, Dr. Vince Clinical Research - Smarter Faster Data is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Dr. Vince Clinical Research - Smarter Faster Data
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drvince
Cite this score: Engagemii (2026). "AEO Score for Dr. Vince Clinical Research - Smarter Faster Data." Retrieved from https://engagemii.com/aeo/brands/drvince
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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