langchain.com

Ranked #66 of 136

https://langchain.com
46/ 100
Grade: C
Pages scanned: 1Duration: 3.2s

Category Breakdown

Bot Accessibility
90
Structured Data
19
Content Quality
73
Agent Discovery
0
Agent Protocols
0
Technical
92

AI Standards

llms.txt
Agent Card
MCP Server

Top Issues

0/1 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

0/1 pages use recognized Schema.org types

+3 pts

No Schema.org data to evaluate

+3 pts

All Checks

Bot Accessibility90/100

Structured Data19/100

Content Quality73/100

Agent Discovery0/100

Agent Protocols0/100

Technical Foundations92/100

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AI Readiness: C (46/100) — langchain.com | w2agent