▼ 0.7 since Jun 2026
#565,787 OF 898,433 IN HEALTHCARE
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AI Visibility Scorecard
Sonar Clinical Research
sonarcr.com · Healthcare
Borderline visible. AI bots can crawl Sonar Clinical Research, 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
#565,787 of 898,433 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Sonar Clinical Research
from our crawl and measurement
Sonar Clinical Research describes itself simply: "Sonar Clinical Research Principal Investigators are key opinion leaders in their specialties and have published several journals in their respective fields along with hundreds of clinical." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a few credibility markers. What holds it back is structured data describing the business, a heading structure that lays out what it offers and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The business dates to 2016.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.3/10, Sonar Clinical Research is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sonar Clinical Research
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sonarcr
Cite this score: Engagemii (2026). "AEO Score for Sonar Clinical Research." Retrieved from https://engagemii.com/aeo/brands/sonarcr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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