AI Visibility Scorecard
hoffmann.caltech.edu
hoffmann.caltech.edu · Technology
Somewhat visible. AI bots can read hoffmann.caltech.edu, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Meta AI · Claude · ChatGPT
#269,298 of 2,704,685 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About hoffmann.caltech.edu
from our crawl and measurement
hoffmann.caltech.edu is a Pasadena, CA business whose own site puts it this way: "Student ResourcesYour Caltech (access.caltech) account, provides you with various IT services including:Duo multi-factor authenticationBox StorageCourses - CanvasEmail & CalendarOneDrive." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
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
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
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
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
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 5.7/10, hoffmann.caltech.edu has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for hoffmann.caltech.edu
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/hoffmann-caltech-edu
Cite this score: Engagemii (2026). "AEO Score for hoffmann.caltech.edu." Retrieved from https://engagemii.com/aeo/brands/hoffmann-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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