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College Factual
AEO Score: 6.5/10
AI engines read this profile 5 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#21,262 of 816,441 in Education for AI visibility
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 Factual just got measured.
6.5/10 means College Factual is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About College Factual
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
AI Visibility Breakdown
4
Structured Data
2
Content Structure
3
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
2
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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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collegefactual
Cite this score: Engagemii (2026). "AEO Score for College Factual." 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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