Leaderboard/ClickHouse

ClickHouse

clickhouse.com/docs
Score: 75 out of 100, grade C75
Grade C
Last checked: April 24, 2026 · Rerun · Request listing
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Simulation: Fern // bud
Day 0
CategoryInfrastructure
Checks passed13/22Warnings2Failed5

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-existsllms.txt found at 2 location(s)Learn more
llms-txt-validllms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)Learn more
llms-txt-links-resolveAll 10 same-origin sampled links resolve (4048 total links)Learn more
markdown-url-supportNo sampled pages support .md URLs (0/10 tested)Learn more
content-negotiation9/10 sampled pages support content negotiation (90%)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
cache-header-hygieneAll 12 endpoints have appropriate cache headersLearn more
auth-gate-detectionAll 10 sampled pages are publicly accessibleLearn 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
markdown-code-fence-validityAll 79 code fences properly closed across 11 pagesLearn more
section-header-quality1 page(s) with tabs found, but no section headers inside tab panels to evaluateLearn more
content-start-position3 of 10 sampled pages have content starting at 10–50% (worst 39%)Learn more
rendering-strategyAll 10 sampled pages contain server-rendered contentLearn more
page-size-markdownAll 9 pages under 50K chars (median 8K, max 17K)Learn more
page-size-htmlAll 10 sampled pages convert under 50K chars (median 19K, 77% boilerplate)Learn more
http-status-codesAll 10 sampled pages return proper error codes for bad URLsLearn more
redirect-behaviorAll 1 redirect(s) across 10 sampled pages are same-host HTTP redirectsLearn more

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