llms.txt directory
docs.langchain.com
70.3/100Grade B+Category AI / MLRank in category #1
View source llms.txt →Score breakdown
| Dimension | Weight | Score | Visual |
|---|---|---|---|
| Spec Compliance | 25% | 0.77 | ███████████████░░░░░ |
| Crawler Coverage | 20% | 0.00 | ░░░░░░░░░░░░░░░░░░░░ |
| Clarity | 15% | 1.00 | ████████████████████ |
| Completeness | 15% | 1.00 | ████████████████████ |
| Freshness | 15% | 1.00 | ████████████████████ |
| Pricing Transparency | 10% | 0.60 | ████████████░░░░░░░░ |
| Total | 100% | 70.3 |
H1 headings
1
H2 sections
2
Outbound links
819
Quote intro
✓ present
Size
102.5 KB
Last-Modified
2026-04-30
What this score means
A high txtfeed score signals to AI companies and bot-management providers that this domain has invested in transparent, machine-parseable AI-bot signaling. Score below 50 = AI agents may treat the site as ambiguous. Score above 75 = the site is among the canonical examples of llms.txt best practice.
Methodology, weights, and rubric source are published at /standard. Last fetched 2026-04-30.
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