AI Visibility Scorecard
Mathios Laboratory for Molecular Neuro-oncology
mathioslab.com · Healthcare
Borderline visible. AI bots can crawl Mathios Laboratory for Molecular Neuro-oncology, 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 6 times
Claude · Apple Intelligence · Meta AI · ShapBot
#236,096 of 924,420 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About Mathios Laboratory for Molecular Neuro-oncology
from our crawl and measurement
Mathios Laboratory for Molecular Neuro-oncology describes itself simply: "The Molecular Neuro-oncology lab is focused on developing genomic and epigenomic liquid biopsy approaches for non-invasive detection of brain tumors." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 4/10, Mathios Laboratory for Molecular Neuro-oncology is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Mathios Laboratory for Molecular Neuro-oncology
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mathioslab
Cite this score: Engagemii (2026). "AEO Score for Mathios Laboratory for Molecular Neuro-oncology." Retrieved from https://engagemii.com/aeo/brands/mathioslab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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