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Collegefactual
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. Collegefactual just got measured.
4/10 means Collegefactual is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Collegefactual
Struggling to choose a college? CollegeFactual.com's data-driven insights are designed to help simplify this all-important choice. Find the best colleges for your money via our unique college rankings, compare colleges via the scorecard, and dive deep into college costs and profiles via user-friendly charts and tables that will help you discover just the right fit based on all the variables that are uniquely you.
Details
Category: Education
collegefactual.comAI Visibility Breakdown
4
Structured Data
2
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
7
Technical AEO
3
AI Discoverability
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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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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 May 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collegefactual
Cite this score: Engagemii (2026). "AEO Score for Collegefactual." Retrieved from https://engagemii.com/aeo/brands/collegefactual
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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