AI Visibility Scorecard
Stratum Biosciences
stratumbio.com · Technology
Borderline visible. AI bots can crawl Stratum Biosciences, 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 3 times
Apple Intelligence · Claude · Meta AI
#1,299,019 of 2,705,855 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 36% of Technology companies
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About Stratum Biosciences
from our crawl and measurement
"Stratum Biosciences uses AI + biomarker discovery to create new therapies and revolutionize molecular delivery across the skin." That is how Stratum Biosciences introduces itself. 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 (Dermatology, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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.
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, Stratum Biosciences is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Stratum Biosciences
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/stratumbio
Cite this score: Engagemii (2026). "AEO Score for Stratum Biosciences." Retrieved from https://engagemii.com/aeo/brands/stratumbio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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