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AI Visibility Scorecard
Ardena
ardena.com · Technology
Somewhat visible. AI bots can read Ardena, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#110,018 of 2,623,097 in Technology for AI visibility
6.4
/10
AEO Score
About Ardena
from our crawl and measurement
Ardena is a business whose own site puts it this way: "We're an integrated CDMO and bioanalytical CRO specialising in advanced drug product, nanomedicine, and bioanalysis. We know development." Its AI visibility score is 6.4 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), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
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 6.4/10, Ardena has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ardena
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/ardena
Cite this score: Engagemii (2026). "AEO Score for Ardena." Retrieved from https://engagemii.com/aeo/brands/ardena
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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