#1,089 OF 904,737 IN HEALTHCARE
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AI Visibility Scorecard
cdx.roche.com · Healthcare
Somewhat visible. AI bots can read Roche CDx, but it is missing the structured signals that push citation rate above competitors.
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In the Engagemii AEO index
#1,089 of 904,737 in Healthcare for AI visibility
7
AEO Visibility
iVisible · 7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Roche CDx describes itself simply: "Roche is the world’s #1 provider of companion diagnostics, offering 20 years’ experience in developing predictive tests that enable personalized cancer treatment for patients." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
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.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
6
Press and news coverage.
Community
6
Forum and community discussion.
Social Mentions
7
Social discussion and mentions.
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 7/10, Roche CDx has a working base to build on - fixable, and the signals above are where to start.
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdx-roche
Cite this score: Engagemii (2026). "AEO Score for Roche CDx." Retrieved from https://engagemii.com/aeo/brands/cdx-roche
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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