AI Visibility Scorecard
ShapiroLab
shapirolab.caltech.edu · Education
Borderline visible. AI bots can crawl ShapiroLab, 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 8 times
Claude · Apple Intelligence · Meta AI
#24,589 of 937,777 in Education for AI visibility
4
5
AEO Visibility
iBorderline · 4.7/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About ShapiroLab
from our crawl and measurement
"ShapiroLab Home Research Publications Members Join us Resources Going Deeper We develop technologies to image and control the function of cells deep inside the body." That is how ShapiroLab introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- ShapiroLab
- Website ·
- shapirolab.caltech.edu
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
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
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 4.7/10, ShapiroLab is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for ShapiroLab
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shapirolab-caltech-edu
Cite this score: Engagemii (2026). "AEO Score for ShapiroLab." Retrieved from https://engagemii.com/aeo/brands/shapirolab-caltech-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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