Cloudinary

# Agent Score Fix Report — Cloudinary
URL: https://cloudinary.com/documentation
Score: 81/100 (Grade B)

I need help improving the AI-readiness of the documentation at https://cloudinary.com/documentation.
Agent Score found 4 failing checks and 1 warnings.

## Failing Checks (4)
- [content-discoverability] Llms Txt Size: llms.txt is 122,571 characters (exceeds 100,000 threshold; will be truncated by most agents)
- [content-discoverability] Llms Txt Directive: No llms.txt directive found in any of 10 sampled pages
- [page-size] Page Size Html: 10 of 10 sampled pages convert to over 100K chars (max 202K, 61% boilerplate)
- [observability] Llms Txt Freshness: llms.txt covers 532/704 sitemap doc pages (76%); 172 missing

## Warnings (1)
- [observability] Markdown Content Parity: 5 of 10 pages have minor content differences between markdown and HTML

## Fix Instructions

For each issue above, please:
1. Analyze the documentation site at https://cloudinary.com/documentation
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://cloudinary.com/documentation --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