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Education & Learning, ranked

Sites in Education & Learning, ordered by how well language models and agents can read them. Each row splits the score into the readable base, the agent layer and penalties.

How the score is calculatedBrowse Education & Learning in the directory

Ranked
9
Median score
63
New this week
1
Latest scan
24 Oct 2026
  • Excellent 0
  • Good 1
  • Fair 7
  • Poor 1

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Places follow the score; on an equal score, more agent capabilities (the +N on the badge) come first. Sites equal on both share a place. Filters and other orders hide rows but never renumber them.

New added in the last seven days

Promarks a Pro listing, in gold. Pro never changes a score or a place.What Pro includes

From the latest scans

How Education & Learning sites do on each check

Missed most often

  1. Missing or partial on 9 of the 9 sites it applies to. Guide: How to write a useful llms.txt →

  2. Missing or partial on 9 of the 9 sites it applies to. Guide: How to write robots.txt rules for AI crawlers →

  3. Missing or partial on 9 of the 9 sites it applies to. Guide: How to serve Markdown to AI agents with content negotiation →

The share of sites passing each check on their latest scan. A check that does not apply to a site leaves it out of that check's share.
CheckThis rankingAll sites
Readable base Share of sites with a full pass.
robots.txt
100%
98%
Sitemaps
100%
96%
schema.org structured data
78%
72%
Semantic HTML
89%
56%
Crawlable navigation links
88%
92%
Names for links and buttons
89%
88%
Names and semantics for form fields
83%
72%
Roles, states and relationships for controls
89%
73%
Canonical URL
89%
93%
Section links
100%
88%
Agent layer Share of sites with a full pass.
llms.txt
67%
55%
llms.txt quality
22%
38%
Markdown at its own URL
0%
23%
Markdown negotiation
11%
8%
Explicit AI crawler rules
33%
34%
AI usage preferences
0%
7%
Typed discovery links
0%
6%
Penalties Share of sites where the problem was not found.
Bot challenges
100%
98%
Indexing and snippet restrictions
100%
100%
Content without JavaScript
100%
99%
Search crawler access
100%
99%
Homepage availability
100%
99%
Page title and description
100%
99%
Redirect chains
100%
100%
Crawler response time
100%
99%
Agent capabilities Share of sites that publish it. Never a point either way.
API Catalog
0%
4%
auth.md
0%
2%
MCP Server Card
0%
0%
A2A Agent Card
11%
2%
Agent Skills discovery
0%
3%
WebMCP declarations
0%
0%
Web Bot Auth
0%
1%
x402 and MPP payments
0%
1%
ACP discovery
0%
1%
UCP discovery
0%
0%
AMP discovery
0%
0%

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