AI Visibility Scorecard
Clinical Research Reimagined
serenagroups.com · Healthcare
Somewhat visible. AI bots can read Clinical Research Reimagined, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Apple Intelligence · Claude · ShapBot
#164,851 of 923,521 in Healthcare for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Clinical Research Reimagined
from our crawl and measurement
Clinical Research Reimagined, based in Norwell, MA, describes itself simply: "SerenaGroup, led by Thomas Serena, M.D., combines 25 years of expertise to deliver transparent, reliable insights in wound care research." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri).
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
Weak
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 5.5/10, Clinical Research Reimagined has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/serenagroups
Cite this score: Engagemii (2026). "AEO Score for Clinical Research Reimagined." Retrieved from https://engagemii.com/aeo/brands/serenagroups
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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