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AI Visibility Scorecard
Diagnostics
usinfo.roche.com · Technology
Somewhat visible. AI bots can read Diagnostics, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#40,061 of 2,808,083 in Technology for AI visibility
6.9
/10
AEO Score
About Diagnostics
from our crawl and measurement
Diagnostics, based in Indianapolis, Indiana, describes itself simply: "Innovating diagnostics, shaping healthcare, changing lives." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places, missing in others.
Under the hood there is a clearly stated business identity and sitemaps and entity links AI can follow, but the score is capped by what is missing: credibility markers like credentials or reviews, a heading structure that lays out what it offers.
Off the page the picture is mixed: AI engines recognise it as a distinct business and other sites link to it, but it does not come up on Reddit.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
9
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
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
6
Press and news coverage.
Community
6
Forum and community discussion.
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 6.9/10, Diagnostics has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Diagnostics
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/usinfo-roche
Cite this score: Engagemii (2026). "AEO Score for Diagnostics." Retrieved from https://engagemii.com/aeo/brands/usinfo-roche
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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