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College Planning Solutions
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#153,427 of 752,380 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 Planning Solutions just got measured.
5/10 means College Planning Solutions 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 College Planning Solutions
WHO WE ARE For more than 22 years , College Planning Solutions® has been assisting families with comprehensive college planning services. WHAT WE DO Discover how we can help guide your family through the complex college planning process. FINANCIAL AID Discover what scholarship sites are
Details
Industry: Education
harborlightwealthmanagement.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
7
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
4
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 July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harborlightwealthmanagement
Cite this score: Engagemii (2026). "AEO Score for College Planning Solutions." Retrieved from https://engagemii.com/aeo/brands/harborlightwealthmanagement
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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