Nvidia

docs.nvidia.com/heavyai
Score: 79 out of 100, grade C79
Grade C
Last checked: May 12, 2026 · Rerun
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Simulation: Fern // bud
Day 0
CategoryAI/ML
Checks passed14/23Warnings0Failed5

Nvidia scores 79/100 (Grade C), passing 14 of 23 checks (61%). The documentation is broadly accessible to AI agents but has 5 areas that could be improved to better serve automated tooling.

# Agent Score Fix Report — Nvidia
URL: https://docs.nvidia.com/heavyai
Score: 79/100 (Grade C)

I need help improving the AI-readiness of the documentation at https://docs.nvidia.com/heavyai.
Agent Score found 5 failing checks and 0 warnings.

## Failing Checks (5)
- [content-discoverability] Llms Txt Valid: llms.txt exists but contains no parseable links
- [content-discoverability] Llms Txt Directive Html: Could not test any pages; 1 failed to fetch
- [content-discoverability] Llms Txt Directive Md: No llms.txt directive found in markdown of any of 1 pages
- [page-size] Content Start Position: 1 of 1 pages have content starting past 50% (worst 108%)
- [observability] Markdown Content Parity: Could not fetch HTML for any pages to compare; 1 failed to fetch



## Fix Instructions

For each issue above, please:
1. Analyze the documentation site at https://docs.nvidia.com/heavyai
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://docs.nvidia.com/heavyai --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-validllms.txt exists but contains no parseable linksLearn more
llms-txt-directive-htmlCould not test any pages; 1 failed to fetchLearn more
llms-txt-directive-mdNo llms.txt directive found in markdown of any of 1 pagesLearn more
llms-txt-existsllms.txt found at 2 locations; using https://docs.nvidia.com/heavyai/llms.txt as canonicalLearn more
llms-txt-sizellms.txt is 26 characters (under 50,000 threshold)Learn more
llms-txt-links-resolveNo HTTP(S) links found in llms.txtLearn more
llms-txt-links-markdownNo HTTP(S) links found in llms.txtLearn more
markdown-content-parityCould not fetch HTML for any pages to compare; 1 failed to fetchLearn more
cache-header-hygieneAll 3 endpoints have appropriate cache headersLearn more
llms-txt-coverageNo page URLs found in llms.txtLearn more
auth-gate-detectionAll 1 pages are publicly accessibleLearn more
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths neededLearn more
content-start-position1 of 1 pages have content starting past 50% (worst 108%)Learn more
rendering-strategyAll 1 pages contain server-rendered contentLearn more
page-size-markdownAll 1 pages under 50K chars (median 44, max 44)Learn more
page-size-htmlAll 1 pages under 50K chars (median 189K HTML → 13 markdown (100% boilerplate))Learn more
markdown-url-support1/1 pages support .md URLs (100%)Learn more
content-negotiation1/1 pages support content negotiation (100%)Learn more
tabbed-content-serializationNo tabbed content detected across 1 pagesLearn more
section-header-qualityNo tabbed content found; header quality check not applicableLearn more
markdown-code-fence-validityAll 0 code fences properly closed across 3 pagesLearn more
http-status-codesAll 1 pages return proper error codes for bad URLsLearn more
redirect-behaviorNo redirects detected across 1 pagesLearn more

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