What already works.
- LLMS TXT exists
- Markdown parity exists
- LLMS TXT is structured
Agents should be able to find the right page, fetch the content, and follow the instructions without much extra guesswork. This documentation benchmark shows where agents can use these docs cleanly and where the biggest points of friction still are.
This report passes 16 of 17 checks, with 0 warnings, 1 failed checks, and 0 skipped checks still shaping the next score lift.
Start with what already works, then move to the fixes most likely to lift the score.
Open each category to review the checks behind the score and see exactly where agents still hit friction.
Can an agent find the docs and fetch readable text?
Found llms.txt at https://docs.cdp.coinbase.com/llms.txt (7871 chars)
Found llms-full.txt at https://docs.cdp.coinbase.com/llms-full.txt (12325315 chars)
5/5 sampled pages have valid .md versions. Pages sourced from llms.txt. Checked: ✓ https://docs.cdp.coinbase.com/index.md, ✓ https://docs.cdp.coinbase.com/get-started/quickstart.md, ✓ https://docs.cdp.coinbase.com/get-started/authentication/overview.md, ✓ https://docs.cdp.coinbase.com/get-started/authentication/jwt-authentication.md, ✓ https://docs.cdp.coinbase.com/get-started/authentication/security-best-practices.md
Can an agent understand how the page is organized?
✓ Has H1 title; ✓ Has blockquote description; ✓ Has 9 H2 sections; ✓ Has list items with links
51/51 links have descriptions
Found 9 recognized section types in H2 headings. Your sections: "getting started", "cdp cli & mcp", "api reference", "guides", "ai & agent tooling", "core api concepts", "sdks", "tutorials", "optional"
Has an ## Optional section - AI tools can skip this content when context window is limited
Can an agent follow the instructions without guessing?
Blockquote description has 15 words
No constraints, requirements, or important notes found in opening
Found integration references: integration, extension, connect
Found error/troubleshooting references: error, troubleshoot
Found example/tutorial section
Can an agent complete the task without getting blocked?
5/5 markdown pages return valid markdown content
Average response time: 250ms across 7 requests
Content is present in the initial HTML response (server-rendered)
3/3 pages return markdown when requested with Accept: text/markdown. Checked: ✓ https://docs.cdp.coinbase.com/index, ✓ https://docs.cdp.coinbase.com/get-started/quickstart, ✓ https://docs.cdp.coinbase.com/get-started/authentication/overview
Markdown content is clean (no navigation, footer, or cookie elements)
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