AI Visibility Scorecard
onlinecourses.com · Education
Somewhat visible. AI bots can read Online College Courses & Classes, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Claude · Meta AI · Amazon Alexa · Apple Intelligence
#133,445 of 937,395 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
from our crawl and measurement
Online College Courses & Classes is a business whose own site puts it this way: "Free online courses, videos and lectures from the world's leading universities like Yale, MIT, Stanford, and Harvard. Over 500 courses right at your fingertips." 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.
Our crawl found a readable heading structure. It 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) and AmazonBot (Alexa AI).
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
Fair
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
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
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, Online College Courses & Classes has a working base to build on - fixable, and the signals above are where to start.
How To Use Open Online Courses?
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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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/onlinecourses
Cite this score: Engagemii (2026). "AEO Score for Online College Courses & Classes." Retrieved from https://engagemii.com/aeo/brands/onlinecourses
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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