AI Visibility Scorecard
Marginal Revolution University
mruniversity.com · Education
Somewhat visible. AI bots can read Marginal Revolution University, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · Claude · Apple Intelligence
#14,368 of 937,484 in Education for AI visibility
33
AI Naming Predictability
iNamed occasionally · 33/100
More likely to be named than 99% of Education companies
5
AEO Visibility
iBorderline · 5.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About Marginal Revolution University
from our crawl and measurement
"Learn economics on your time. MRU provides over 900 free videos, taught by top economists." That is how Marginal Revolution University introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
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
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
Fair
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 5.2/10, Marginal Revolution University has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How Do Economists Think About Stock Investing?
Explore our new mini-course format on a brand-new platform — short, focused explorations featuring videos, review questions, AI-powered learning guides, and a private message board for discussion. The first course unpacks how economists approach stock investing — and why passive strategies often come out ahead.
Is this your brand?
The exact fixes for Marginal Revolution University
Which AI engines already crawl you
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mruniversity
Cite this score: Engagemii (2026). "AEO Score for Marginal Revolution University." Retrieved from https://engagemii.com/aeo/brands/mruniversity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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