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AI Visibility Scorecard
PPD Clinical Research Services of Thermo Fisher Scientific
corona.pregistry.com · Healthcare
Somewhat visible. AI bots can read PPD Clinical Research Services of Thermo Fisher Scientific, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#54,628 of 726,469 in Healthcare for AI visibility
6
/10
AEO Score
About PPD Clinical Research Services of Thermo Fisher Scientific
from our crawl and measurement
"PPD is a leading global contract research organization (CRO) providing comprehensive, integrated drug development, laboratory and lifecycle management services." That is how PPD Clinical Research Services of Thermo Fisher Scientific of Wilmington, NC introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
The site gets some of it right: it has a clearly stated business identity, structured data describing the business, sitemaps and entity links AI can follow. What holds it back is what is absent, including credibility markers like credentials or reviews.
Off the page the picture is mixed: AI engines recognise it as a distinct business and other sites link to it, but there is no press coverage to draw on and nobody is discussing it where AI engines look.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
2
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6/10, PPD Clinical Research Services of Thermo Fisher Scientific has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for PPD Clinical Research Services of Thermo Fisher Scientific
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/corona-pregistry
Cite this score: Engagemii (2026). "AEO Score for PPD Clinical Research Services of Thermo Fisher Scientific." Retrieved from https://engagemii.com/aeo/brands/corona-pregistry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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