AI Visibility Scorecard
saniona.com · Healthcare
Borderline visible. AI bots can crawl Saniona - Improving the lives of rare disease patients around the world through scientific innovation, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 7 times
Meta AI · Claude · Perplexity
#32,045 of 925,281 in Healthcare for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Healthcare average 11
Top 10% of Healthcare
See what's behind this score →5
-
Network Authority
iNot connected yet
Healthcare average 0.0
0 relationships · Healthcare average 3
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Healthcare average 18
See what's behind this score →0
from our crawl and measurement
Saniona describes itself simply: "Improving the lives of rare disease patients around the world through scientific innovation." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.6/10, Saniona - Improving the lives of rare disease patients around the world through scientific innovation is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/saniona
Cite this score: Engagemii (2026). "AEO Score for Saniona - Improving the lives of rare disease patients around the world through scientific innovation." Retrieved from https://engagemii.com/aeo/brands/saniona
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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