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AI Visibility Scorecard
College ROI
legisllc.com · Education
Borderline visible. AI bots can crawl College ROI, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#640,005 of 892,028 in Education for AI visibility
4
/10
AEO Score
About College ROI
from our crawl and measurement
College ROI describes itself simply: "College ROI helps parents and high school graduates make smarter choices for brighter futures. We provide clear, data-driven analysis of college return on investment, comparing...." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Under the hood there is structured data on the page (WebSite, Organization, Article) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4/10, College ROI is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for College ROI
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for College ROI.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/legisllc
Cite this score: Engagemii (2026). "AEO Score for College ROI." Retrieved from https://engagemii.com/aeo/brands/legisllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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