AI Visibility Scorecard
College of Engineering & Mines
engineering.und.edu · Education
At 3.78/10, College of Engineering & Mines is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Perplexity · Apple Intelligence · Meta AI
Top 5% in Education for AI visibility
62
AI Naming Predictability
iRarely named · 62/100
Education average 14
Top 3% of Education
See what's behind this score →3.78
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About College of Engineering & Mines
from our crawl and measurement
College of Engineering & Mines, based in Grand Forks, ND, describes itself simply: "One that was developed through the discipline of the U.S." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.78 out of 10.
Our crawl found structured data on the page (BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic), PerplexityBot and Applebot (Siri).
- Company ·
- College of Engineering & Mines
- Website ·
- engineering.und.edu
- Industry ·
- Education
- Location ·
- Grand Forks, ND
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.78/10, College of Engineering & Mines is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineering-und-edu
Cite this score: Engagemii (2026). "AEO Score for College of Engineering & Mines." Retrieved from https://engagemii.com/aeo/brands/engineering-und-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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