# Cloudinary — Agent Score

> Score: 81/100 (Grade: B) | Docs: https://cloudinary.com/documentation | Checked: April 23, 2026

Cloudinary scored 81/100 (B) on Agent Score. 16 of 22 agent-readiness checks passed.

[View full report](https://buildwithfern.com/agent-score/company/cloudinary-com-documentation)
[All companies](https://buildwithfern.com/agent-score/llms.txt)

## Summary

- Total checks: 22
- Passed: 16
- Warnings: 1
- Failed: 4

## Category Scores

- page-size: 75/100
- observability: 86/100
- url-stability: 100/100
- authentication: 100/100
- content-structure: 100/100
- markdown-availability: 100/100
- content-discoverability: 64/100

## Check Results

### content-discoverability

- [pass] llms.txt found at 2 location(s)
- [pass] llms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)
- [fail] llms.txt is 122,571 characters (exceeds 100,000 threshold; will be truncated by most agents)
- [pass] All 10 same-origin sampled links resolve (541 total links)
- [pass] 10/10 same-origin sampled links point to markdown content (100%)
- [fail] No llms.txt directive found in any of 10 sampled pages

### markdown-availability

- [pass] 10/10 sampled pages support .md URLs (100%)
- [pass] 10/10 sampled pages support content negotiation (100%)

### page-size

- [pass] All 10 sampled pages contain server-rendered content
- [pass] All 10 pages under 50K chars (median 10K, max 36K)
- [fail] 10 of 10 sampled pages convert to over 100K chars (max 202K, 61% boilerplate)
- [pass] Content starts within first 10% on all 10 sampled pages (median 0%)

### content-structure

- [pass] No tabbed content detected across 10 sampled pages
- [pass] No tabbed content found; header quality check not applicable
- [pass] All 128 code fences properly closed across 12 pages

### url-stability

- [pass] All 10 sampled pages return proper error codes for bad URLs
- [pass] No redirects detected across 10 sampled pages

### observability

- [fail] llms.txt covers 532/704 sitemap doc pages (76%); 172 missing
- [warn] 5 of 10 pages have minor content differences between markdown and HTML
- [pass] All 12 endpoints have appropriate cache headers

### authentication

- [pass] All 10 sampled pages are publicly accessible
- [skip] All docs pages are publicly accessible; no alternative access paths needed