developer.mozilla.org

Ranked #106 of 136

https://developer.mozilla.org
33/ 100
Grade: D
Pages scanned: 10Duration: 26.9s

Category Breakdown

Bot Accessibility
93
Structured Data
1
Content Quality
29
Agent Discovery
0
Agent Protocols
18
Technical
55

AI Standards

llms.txt
Agent Card
MCP Server

Top Issues

0/10 pages have JSON-LD structured data

<!-- Add to <head> of your pages -->
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebPage",
  "name": "Page Title",
  "description": "Page description"
}
</script>
+6 pts

No llms.txt found — LLMs can't discover your site's AI-optimized content

# Create /llms.txt at your site root:
# Your Site Name

> Brief description of your site

## Docs

- [Page Title](https://yoursite.com/page): Description
- [Another Page](https://yoursite.com/other): Description
+4 pts

No /.well-known/mcp endpoint found

+4 pts

Some pages lack early substantive content or meta descriptions

+4 pts

0/10 pages use recognized Schema.org types

+3 pts

All Checks

Bot Accessibility93/100

Structured Data1/100

Content Quality29/100

Agent Discovery0/100

Agent Protocols18/100

Technical Foundations55/100

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AI Readiness: D (33/100) — developer.mozilla.org | w2agent