ClickHouse scores 75/100 (Grade C), passing 13 of 22 checks (59%). The documentation is broadly accessible to AI agents but has 7 areas that could be improved to better serve automated tooling.
# Agent Score Fix Report — ClickHouse URL: https://clickhouse.com/docs Score: 75/100 (Grade C) I need help improving the AI-readiness of the documentation at https://clickhouse.com/docs. Agent Score found 5 failing checks and 2 warnings. ## Failing Checks (5) - [content-discoverability] Llms Txt Size: llms.txt is 284,359 characters (exceeds 100,000 threshold; will be truncated by most agents) - [content-discoverability] Llms Txt Links Markdown: Same-origin links point to HTML and no markdown alternatives detected - [content-discoverability] Llms Txt Directive: No llms.txt directive found in any of 9 sampled pages; 1 failed to fetch - [markdown-availability] Markdown Url Support: No sampled pages support .md URLs (0/10 tested) - [observability] Markdown Content Parity: 2 of 9 pages have substantive content differences between markdown and HTML (avg 12% missing) ## Warnings (2) - [page-size] Content Start Position: 3 of 10 sampled pages have content starting at 10–50% (worst 39%) - [observability] Llms Txt Freshness: llms.txt covers 1750/1912 sitemap doc pages (92%); 162 missing; 12 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap) ## Fix Instructions For each issue above, please: 1. Analyze the documentation site at https://clickhouse.com/docs 2. Implement the specific fix 3. Verify the fix would cause the check to pass ### Common fixes: - **No llms.txt**: Create /llms.txt following https://llmstxt.org — list all doc pages in markdown format - **No .md URL support**: Configure your docs platform to serve pages at equivalent .md URLs (e.g. /docs/quickstart.md) - **No content negotiation**: Return markdown when request includes Accept: text/markdown header - **Large page size**: Reduce nav boilerplate, inline scripts, and repetitive markup - **No sitemap**: Generate /sitemap.xml listing all documentation URLs - **Auth walls**: Ensure docs pages return 200 without requiring login cookies or tokens - **No Last-Modified header**: Configure your server/CDN to include Last-Modified response headers - **Tab content hidden**: Ensure tabbed content is rendered in the HTML (not JS-only) so agents can read all variants ## Run afdocs Locally for More Detail To get deeper visibility into what's failing, run afdocs against your docs: npx afdocs check https://clickhouse.com/docs --fixes --verbose - **--fixes**: Adds "Fix:" lines to the output for each warn/fail check with actionable remediation steps - **-v, --verbose**: Shows per-page details (specific URLs, character counts, error codes) for checks with issues — useful for per-URL visibility into what's failing
CHECK RESULTS
How your docs scored
llms-txt-sizellms.txt is 284,359 characters (exceeds 100,000 threshold; will be truncated by most agents)Learn more
llms-txt-links-markdownSame-origin links point to HTML and no markdown alternatives detectedLearn more
llms-txt-directiveNo llms.txt directive found in any of 9 sampled pages; 1 failed to fetch
llms-txt-validllms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)Learn more
markdown-content-parity2 of 9 pages have substantive content differences between markdown and HTML (avg 12% missing)Learn more
llms-txt-freshnessllms.txt covers 1750/1912 sitemap doc pages (92%); 162 missing; 12 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)Learn more
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths neededLearn more
tabbed-content-serialization1 tab group(s) across 1 of 10 sampled pages; all serialize under 50K charsLearn more
section-header-quality1 page(s) with tabs found, but no section headers inside tab panels to evaluateLearn more