# Sarvam — Agent Score

> Score: 97/100 (Grade: A) | Docs: https://docs.sarvam.ai | Checked: July 16, 2026

Sarvam scored 97/100 (A) on Agent Score. 16 of 23 agent-readiness checks passed.

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

## Summary

- Total checks: 23
- Passed: 16
- Warnings: 2
- Failed: 4

## Category Scores

- page-size: 96/100
- observability: 87/100
- url-stability: 100/100
- authentication: 100/100
- content-structure: 100/100
- markdown-availability: 96/100
- content-discoverability: 98/100

## Check Results

### content-discoverability

- [pass] llms.txt found at 2 locations; using https://docs.sarvam.ai/llms.txt as canonical
- [pass] llms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)
- [pass] llms.txt is 35,575 characters (under 50,000 threshold)
- [pass] All 10 same-origin sampled links resolve (164 total links)
- [pass] 10/10 same-origin sampled links point to markdown content (100%) (1 external link excluded)
- [warn] llms.txt directive found in HTML of 9 of 10 sampled pages (1 missing)
- [warn] llms.txt directive found in markdown of 9 of 10 sampled pages (1 missing)

### markdown-availability

- [pass] 10/10 sampled pages support .md URLs (100%)
- [pass] 9/10 sampled pages support content negotiation (90%)

### page-size

- [pass] All 10 sampled pages contain server-rendered content
- [pass] All 10 pages under 50K chars (median 8K, max 12K)
- [fail] 1 of 10 sampled pages convert to over 100K chars (max 1319K HTML → 105K markdown (87% boilerplate))
- [fail] 1 of 10 sampled pages have content starting past 50% (worst 100%)

### content-structure

- [pass] No tabbed content detected across 10 sampled pages
- [pass] No tabbed content found; header quality check not applicable
- [pass] All 55 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

- [pass] llms.txt covers 99% of 159 sitemap doc pages; 6 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 15% missing)
- [fail] 2 of 12 endpoints have aggressive caching or missing cache headers

### authentication

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