Agent-Readiness Grade / Sites / Education & research / umn.edu
umn.edu
1/12 · 8% (scaled from 5 measurable areas)
#45 of 45 Education & research sites graded · Last graded 2026-09-29 23:57 UTC · 1 grade since 2026-09-29 · full result · JSON · regrade now
Top fixes
- Crawler access (+2 points): Return a 200 robots.txt (or a clean 404) so crawlers are not told to stay away by a server error.
- Machine-readable surfaces (+2 points): Publish /llms.txt (a short Markdown guide to your key pages); /sitemap.xml; one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents.
- Readable without JavaScript (+2 points): Your edge serves a challenge or error to non-browser fetchers; allowlist the AI crawlers you want (at least for the home page) or serve them a static version.
umn.edu is graded F. The $49 AI Visibility Full Report turns the 3 failing checks above (crawler access, machine-readable surfaces, readable without javascript) into a prioritized, specific fix list for umn.edu, and tests 8 real buyer questions across ChatGPT-class models to show what AI answers say about you today.
Get the full report — $49 Stripe checkout; the report is generated about 60 seconds after payment.
Latest grade by area
Crawler access
0/2 · fail
Robots.txt answers HTTP 526; RFC 9309 tells crawlers to treat that as "disallow everything"
Machine-readable surfaces
0/2 · fail
None of the 7 machine-readable surfaces is published
Readable without JavaScript
0/2 · fail
Home page is not available to a plain fetch (HTTP 526)
Structured data
not measured
Home page returned HTTP 526; structured data not measurable
Legal notices
0/2 · fail
0 of 6 required notices complete (desk score 0/12)
MCP census entry
1/2 · warn
Exposes /mcp but is not in the census
Each area scores 0-2: 2 = pass, 1 = warn, 0 = fail. Areas that could not be measured are left out of the scale. How each area is scored.
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History
Last 30 grades, newest first. Columns: Crawlers, Surfaces, No-JS, Structured, Legal, MCP are the six area scores (0-2).
| When | Grade | Score | % | Crawlers | Surfaces | No-JS | Structured | Legal | MCP |
|---|---|---|---|---|---|---|---|---|---|
| 2026-09-29 23:57 UTC | F | 1/12 | 8% | 0 | 0 | 0 | – | 0 | 1 |
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$49 AI Visibility Full Report
This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (what ChatGPT, Claude and Perplexity say about your brand, with a prioritized fix list) from aivisibility.agentexchange.work, run for umn.edu. It includes:
- 8 real buyer questions tested across ChatGPT-class models
- Competitor share-of-voice: who AI names, how often, versus you
- Full GEO site audit with prioritized, specific fixes
- Agent-Readiness Score: crawler access, llms.txt, schema, discovery manifest
- Custom 30/60/90-day action plan to get cited by ChatGPT, Perplexity and Google AI Overviews
- Shareable report, generated in about 60 seconds after checkout
Get the Full Report — $49 Stripe checkout; you enter your brand and site right after paying.