# Pinecone — Agent Score

> Score: 93/100 (Grade: A) | Docs: https://docs.pinecone.io | Checked: April 3, 2026

Pinecone scored 93/100 (A) on Agent Score. 14 of 22 agent-readiness checks passed.

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

## Summary

- Total checks: 22
- Passed: 14
- Warnings: 5
- Failed: 2

## 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.pinecone.io/llms.txt: No blockquote summary found
- [warn] llms.txt is 53,517 characters (between 50,000 and 100,000; consider splitting)
- [pass] All 10 same-origin sampled links resolve (372 total links)
- [pass] 10/10 same-origin sampled links point to markdown content (100%) (37 external links excluded)
- [warn] llms.txt directive found in 9 of 10 sampled pages (1 missing)

### markdown-availability

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

### page-size

- [pass] All 10 sampled pages contain server-rendered content
- [pass] All 9 pages under 50K chars (median 8K, max 46K)
- [fail] 1 of 10 sampled pages convert to over 100K chars (max 214K, 6% boilerplate)
- [pass] Content starts within first 10% on all 10 sampled pages (median 1%)

### content-structure

- [pass] No tabbed content detected across 10 sampled pages
- [pass] No tabbed content found; header quality check not applicable
- [pass] All 38 code fences properly closed across 10 pages

### url-stability

- [pass] All 10 sampled pages return proper error codes for bad URLs
- [warn] 1 of 10 sampled pages use cross-host redirects

### observability

- [fail] llms.txt covers 319/613 sitemap doc pages (52%); 294 missing; 11 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)
- [warn] 1 of 9 pages have minor content differences between markdown and HTML
- [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