AI Visibility Scorecard
Confidence Pharmaceutical Research
confidenceresearch.com · Healthcare
Somewhat visible. AI bots can read Confidence Pharmaceutical Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#188,895 of 923,684 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Confidence Pharmaceutical Research
from our crawl and measurement
"Trusted global full-service CRO with 35+ years of experience. Learn more about how we can help you achieve your clinical trial objectives." That is how Confidence Pharmaceutical Research of Redwood City, CA introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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 5.4/10, Confidence Pharmaceutical Research has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Confidence Pharmaceutical Research
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/confidenceresearch
Cite this score: Engagemii (2026). "AEO Score for Confidence Pharmaceutical Research." Retrieved from https://engagemii.com/aeo/brands/confidenceresearch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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