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AI Visibility Scorecard
studentcode.illinois.edu · Education
Well-positioned for AI search. The breakdown below shows where Student Code is still leaving points on the table.
AI engines read this profile 1 times
Claude
#5,830 of 904,095 in Education for AI visibility
7.4
/10
AEO Score
from our crawl and measurement
Home is a business whose own site puts it this way: "Unless otherwise noted, the rules stated in this Student Code apply to all undergraduate, graduate, and professional students enrolled at the University of Illinois Urbana-Champaign." Measured against the twelve signals AI engines rely on, it scores 7.4 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
9
Forum and community discussion.
9
Reddit mentions and discussion.
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 7.4/10, Student Code has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Student Code
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/studentcode-illinois-edu
Cite this score: Engagemii (2026). "AEO Score for Student Code." Retrieved from https://engagemii.com/aeo/brands/studentcode-illinois-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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