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AI Visibility Scorecard
Gopher Guide
gopherguide.umn.edu · Education
Well-positioned for AI search. The breakdown below shows where Gopher Guide is still leaving points on the table.
Monitoring for AI engine activity
In the Engagemii AEO index
#3,229 of 910,609 in Education for AI visibility
8
AEO Visibility
iVisible · 8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Gopher Guide
from our crawl and measurement
"Your ultimate University of Minnesota companion.Whether you are navigating your first week on campus or prepping for graduation, this comprehensive guide is built to ensure you thrive at." That is how Welcome to the University of Minnesota of SE Minneapolis, MN introduces itself. Measured against the twelve signals AI engines rely on, it scores 8.0 out of 10, a strong showing.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
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
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
7
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
9
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
9
Social discussion and mentions.
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 8/10, Gopher Guide has a working base to build on - fixable, and the signals above are where to start.
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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 September 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gopherguide-umn-edu
Cite this score: Engagemii (2026). "AEO Score for Gopher Guide." Retrieved from https://engagemii.com/aeo/brands/gopherguide-umn-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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