AI Visibility Scorecard
Global Pharmaceutical Contract Research Organization (CRO)
ppdint.com · Healthcare
Somewhat visible. AI bots can read Global Pharmaceutical Contract Research Organization (CRO), but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Apple Intelligence · Meta AI · Claude
#114,587 of 921,522 in Healthcare for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
10
AI Adoption
iBasic · 10/100
About Global Pharmaceutical Contract Research Organization (CRO)
from our crawl and measurement
"The PPD™ clinical research business of Thermo Fisher Scientific is a global contract research organization (CRO) delivering clinical expertise for your product's success. Learn...." That is how Global Pharmaceutical Contract Research Organization (CRO) of Wilmington, NC introduces itself. Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
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
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.
Off-page authority
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.
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 5.7/10, Global Pharmaceutical Contract Research Organization (CRO) has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
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Is this your brand?
The exact fixes for Global Pharmaceutical Contract Research Organization (CRO)
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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/ppdint
Cite this score: Engagemii (2026). "AEO Score for Global Pharmaceutical Contract Research Organization (CRO)." Retrieved from https://engagemii.com/aeo/brands/ppdint
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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