# Roboflow — Agent Score

> Score: 85/100 (Grade: B) | Docs: https://docs.roboflow.com | Checked: April 3, 2026

Roboflow scored 85/100 (B) on Agent Score. 15 of 22 agent-readiness checks passed.

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

## Summary

- Total checks: 22
- Passed: 15
- Warnings: 1
- Failed: 3

## Check Results

### content-discoverability

- [pass] llms.txt found at 1 location(s)
- [warn] llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.roboflow.com/llms.txt: No blockquote summary found
- [fail] llms.txt is 109,833 characters (exceeds 100,000 threshold; will be truncated by most agents)
- [skip] No HTTP(S) links found in llms.txt
- [skip] No HTTP(S) links found in llms.txt
- [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 2K, max 9K)
- [pass] All 10 sampled pages convert under 50K chars (median 2K, 0% 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 12 code fences properly closed across 11 pages

### url-stability

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

### observability

- [pass] llms.txt covers 99% of 797 sitemap doc pages; 9 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)
- [fail] 2 of 10 pages have substantive content differences between markdown and HTML (avg 8% missing)
- [pass] All 11 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