AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
4.5/ 10

#514,333 OF 931,616 IN EDUCATION

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

CS61B & Beyond

CS61B & Beyond

Unclaimed

cs61bbeyond.com · Education

Borderline visible. AI bots can crawl CS61B & Beyond, 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 1 times

Claude

#514,333 of 931,616 in Education for AI visibility

5

AEO Visibility

i

Borderline · 4.5/10

30

Muse Index Score

i

AI agent readiness

Basic · 30/100

6

AI Adoption

i

Basic · 6/100

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About CS61B & Beyond

from cs61bbeyond.com

Explore free computer science courses from Berkeley, MIT, Stanford, and more with guided paths, saved courses, and progress tracking.

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.5/10, CS61B & Beyond is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What do you want to learn next?

Pick one goal and jump directly to the most relevant courses.Start from zeroBegin with Python, CS50, or CS61AAlgorithms and data structuresBuild algorithmic foundations around CS61BComputer systemsExplore architecture, operating systems, and networksMachine learning and AIMove from mathematical foundations to modern AIA three-step path

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The exact fixes for CS61B & Beyond

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Picked for CS61B & Beyond: How-To

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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cs61bbeyond

Cite this score: Engagemii (2026). "AEO Score for CS61B & Beyond." Retrieved from https://engagemii.com/aeo/brands/cs61bbeyond

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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