College Compendium

Name: College Compendium - AI Visibility Score
Creator: Engagemii
Published: 2026-05-28T22:25:04.138Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

AEO Score: 3/10

Crawled 2 times by AI engines

ChatGPT · Claude

collegecompendium.org

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. Two-thirds of websites are invisible to them. College Compendium just got measured.

3/10 means College Compendium is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.

About College Compendium

Learn at your own pace with a curated collection of free and open source computer science resources from top colleges across America

Details

Category: Education

collegecompendium.org

AI Visibility Breakdown

Structured Data

Content Structure

Entity Clarity

E-E-A-T Signals

Technical AEO

AI Discoverability

Is this your brand?

Claim free. You'll see:

✓

Your full 6-category score breakdown

✓

Exact fixes: robots.txt, schema, llms.txt

✓

AI bot crawls from ChatGPT, Claude, Perplexity, Gemini

✓

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Picked for College Compendium: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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