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AI Visibility Scorecard
cerbaxpert.com · Healthcare
Somewhat visible. AI bots can read Your trusted partner in IVD, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#284,711 of 839,070 in Healthcare for AI visibility
5.1
/10
AEO Score
from our crawl and measurement
"Cerba Xpert specialize in helping IVD and medical device developers navigate the complex path from concept to market. Cerba Xpert has been supporting innovation in diagnostics since 2011." That is how Your trusted partner in IVD introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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.
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 5.1/10, Your trusted partner in IVD has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Your trusted partner in IVD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Your trusted partner in IVD.
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cerbaxpert
Cite this score: Engagemii (2026). "AEO Score for Your trusted partner in IVD." Retrieved from https://engagemii.com/aeo/brands/cerbaxpert
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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