# Aiven — Agent Score

> Score: 92/100 (Grade: A) | Docs: https://aiven.io/docs | Checked: May 20, 2026

Aiven scored 92/100 (A) on Agent Score. 16 of 23 agent-readiness checks passed.

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

## Summary

- Total checks: 23
- Passed: 16
- Warnings: 1
- Failed: 2

## Category Scores

- page-size: 100/100
- observability: 56/100
- url-stability: 100/100
- authentication: 100/100
- content-structure: 100/100
- markdown-availability: 64/100
- content-discoverability: 100/100

## Check Results

### content-discoverability

- [pass] llms.txt found at 2 locations; using https://aiven.io/docs/llms.txt as canonical
- [pass] llms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)
- [pass] llms.txt is 47,965 characters (under 50,000 threshold)
- [skip] No HTTP(S) links found in llms.txt
- [skip] No HTTP(S) links found in llms.txt
- [pass] llms.txt directive found in HTML of all 10 sampled pages, near the top of content
- [pass] llms.txt directive found in markdown of all 10 sampled pages, near the top of content

### markdown-availability

- [pass] 10/10 sampled pages support .md URLs (100%)
- [fail] Server ignores Accept: text/markdown header (0/10 sampled pages return markdown)

### page-size

- [pass] All 10 sampled pages contain server-rendered content
- [pass] All 10 pages under 50K chars (median 4K, max 9K)
- [pass] All 10 sampled pages under 50K chars (median 51K HTML → 11K markdown (81% boilerplate))
- [pass] Content starts within first 10% on all 10 sampled pages (median 4%)

### content-structure

- [pass] 4 tab group(s) across 4 of 10 sampled pages; all serialize under 50K chars
- [skip] 4 page(s) with tabs found, but no section headers inside tab panels to evaluate
- [pass] All 13 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 0/795 sitemap doc pages (0%); 795 missing
- [warn] 1 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