Agent readiness
Agent readiness leaderboard
Companies ranked by how well AI agents can find them, read them, use them and pay them. Every score comes from the same public scan of each company’s website, run again every week.
How ready is your site for agents?
- About 10 minutes
- The same checks as every company here
- One email when it finishes, if you leave yours
| Rank | Company | Category | Score | Grade | 7 days | Scanned |
|---|---|---|---|---|---|---|
| 01 |  mastra.ai | AI SDK | 95 | A+ | New | Oct 12, 2026 |
| 02 |  Fly.io | Cloud Infrastructure | 91 | A | New | Oct 12, 2026 |
| 02 |  Railway | Cloud Infrastructure | 91 | A | New | Oct 12, 2026 |
| 04 |  Render | Cloud Infrastructure | 83 | B | New | Oct 12, 2026 |
| 05 |  LangChain | AI SDK | 80 | B | New | Oct 12, 2026 |
| 06 |  Cloudflare | Cloud Infrastructure | 78 | B | New | Oct 12, 2026 |
| 07 |  Airbyte | Database | 77 | B | New | Oct 12, 2026 |
| 08 |  Motherduck | Database | 74 | B | New | Oct 12, 2026 |
| 09 |  ClickHouse | Database | 72 | B | New | Oct 12, 2026 |
| 10 |  DuckDB | Database | 61 | C | New | Oct 12, 2026 |
| 11 |  MongoDB | Cloud Infrastructure | 60 | C | New | Oct 12, 2026 |
| 12 |  Neo4j | Database | 56 | C | New | Oct 12, 2026 |
| 13 |  DigitalOcean | Cloud Infrastructure | 54 | C | New | Oct 12, 2026 |
| 14 |  blacksmith.sh | No category | 53 | C | New | Oct 12, 2026 |
How the score is measured
- /01DiscoveryCan an agent find you?
- /02AccessCan an agent read you?
- /03UsabilityCan an agent work with you?
- /04PaymentsCan an agent pay you?
