Agent-Readiness Grade

Agent-Readiness Grade / Sites / Other / unesco.org

D

unesco.org

6/12 · 50%

#13 of 24 Other sites graded · Last graded 2026-09-29 23:53 UTC · 1 grade since 2026-09-29 · full result · JSON · regrade now

Top fixes

  1. Crawler access (+2 points): Add a group for GPTBot, ClaudeBot, Amazonbot and the others with "Allow: /" (or drop the blanket "Disallow: /") if you want answer engines to cite you.
  2. MCP census entry (+2 points): Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you.
  3. Structured data (+1 point): add og:title and og:description so answer engines describe you accurately.

unesco.org is graded D. The $49 AI Visibility Full Report turns the 3 failing checks above (crawler access, mcp census entry, structured data) into a prioritized, specific fix list for unesco.org, and tests 8 real buyer questions across ChatGPT-class models to show what AI answers say about you today.

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Latest grade by area

Crawler access

0/2 · fail

3 of 8 AI crawlers may read the site, 5 disallowed

Machine-readable surfaces

2/2 · pass

1 of 7 surfaces present (/llms.txt); sitemap via robots.txt

Readable without JavaScript

2/2 · pass

Home page is readable

Structured data

1/2 · warn

2 JSON-LD blocks, Open Graph incomplete

MCP census entry

0/2 · fail

Not selling to agents: no census entry, no /mcp endpoint

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.

Badge

Agent-Readiness Grade D for unesco.org Live SVG; it re-reads the stored grade every 6 hours.

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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).

WhenGradeScore%CrawlersSurfacesNo-JSStructuredLegalMCP
2026-09-29 23:53 UTCD6/1250%022110

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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 unesco.org. It includes:

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