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AI Visibility Scorecard
Roche
roche.com · Healthcare
Well-positioned for AI search. The breakdown below shows where Roche is still leaving points on the table.
AI engines read this profile 4 times
Claude · ChatGPT Search · ChatGPT
#1,130 of 708,193 in Healthcare for AI visibility
7.1
/10
AEO Score
About Roche
from our crawl and measurement
Roche is a business whose own site puts it this way: "As a pioneer in healthcare, we have been committed to improving lives since the company was founded in 1896 in Basel, Switzerland." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
On its own pages the site does well on sitemaps and entity links AI can follow. It is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 4 times in our tracking, including OAI-SearchBot (OpenAI), ClaudeBot (Anthropic) and GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
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.
7
Reddit mentions and discussion.
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 7.1/10, Roche has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Roche
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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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/roche
Cite this score: Engagemii (2026). "AEO Score for Roche." Retrieved from https://engagemii.com/aeo/brands/roche
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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