The agent readinessleaderboard
Every company we’ve scanned, scored on the same four questions from the same public scan. Rescanned every week.
Scan your site- Companies scannedAcross 3 categories
- 27
- Average scoreEvery company, same scan
- 63/100
- Top scoremastra.ai
- 95/100
Ranked Leaderboard
EveryCompany, ranked
Every company we’ve scanned, sorted by score. Filter by category or search for a domain.
mastra.aimastra.aiCommunity#0195/100A+Grade
Fly.iofly.io#0291/100AGrade
Railwayrailway.com#0291/100AGrade
vercel.comvercel.comCommunity#0488/100AGrade
attio.comattio.comCommunity#0584/100BGrade
Renderrender.com#0683/100BGrade
LangChainlangchain.com#0780/100BGrade
Cloudflarecloudflare.com#0878/100BGrade
Airbyteairbyte.com#0977/100BGrade
Motherduckmotherduck.com#1074/100BGrade
ClickHouseclickhouse.com#1172/100BGrade
peerx.clubpeerx.clubCommunity#1268/100CGrade
legora.comlegora.comCommunity#1366/100CGrade
agentrail.coagentrail.coCommunity#1464/100CGrade
DuckDBduckdb.org#1561/100CGrade
databricks.comdatabricks.comCommunity#1660/100CGrade
htmx.orghtmx.orgCommunity#1660/100CGrade
MongoDBmongodb.com#1660/100CGrade
Neo4jneo4j.com#1956/100CGrade
DigitalOceandigitalocean.com#2054/100CGrade
blacksmith.shblacksmith.shCommunity#2153/100CGrade
iana.orgiana.orgCommunity#2247/100DGrade
rust-lang.orgrust-lang.orgCommunity#2345/100DGrade
smith.langchain.comsmith.langchain.comCommunity#2431/100DGrade
example.comexample.comCommunity#2529/100DGrade
nytimes.comnytimes.comCommunity#2625/100FGrade
debian.orgdebian.orgCommunity#2717/100FGrade
| Rank | Company | Category | Score ↓ | Grade | Scanned |
|---|---|---|---|---|---|
| 01 | mastra.aimastra.aiCommunity | AI SDK | 95 | A+ | Oct 12, 2026 |
| 02 | Fly.iofly.io | Cloud Infrastructure | 91 | A | Oct 12, 2026 |
| 02 | Railwayrailway.com | Cloud Infrastructure | 91 | A | Oct 12, 2026 |
| 04 | vercel.comvercel.comCommunity | No category | 88 | A | Oct 13, 2026 |
| 05 | attio.comattio.comCommunity | No category | 84 | B | Oct 14, 2026 |
| 06 | Renderrender.com | Cloud Infrastructure | 83 | B | Oct 12, 2026 |
| 07 | LangChainlangchain.com | AI SDK | 80 | B | Oct 12, 2026 |
| 08 | Cloudflarecloudflare.com | Cloud Infrastructure | 78 | B | Oct 12, 2026 |
| 09 | Airbyteairbyte.com | Database | 77 | B | Oct 12, 2026 |
| 10 | Motherduckmotherduck.com | Database | 74 | B | Oct 12, 2026 |
| 11 | ClickHouseclickhouse.com | Database | 72 | B | Oct 12, 2026 |
| 12 | peerx.clubpeerx.clubCommunity | No category | 68 | C | Oct 12, 2026 |
| 13 | legora.comlegora.comCommunity | No category | 66 | C | Oct 13, 2026 |
| 14 | agentrail.coagentrail.coCommunity | No category | 64 | C | Oct 13, 2026 |
| 15 | DuckDBduckdb.org | Database | 61 | C | Oct 12, 2026 |
| 16 | databricks.comdatabricks.comCommunity | No category | 60 | C | Oct 14, 2026 |
| 16 | htmx.orghtmx.orgCommunity | No category | 60 | C | Oct 14, 2026 |
| 16 | MongoDBmongodb.com | Cloud Infrastructure | 60 | C | Oct 12, 2026 |
| 19 | Neo4jneo4j.com | Database | 56 | C | Oct 12, 2026 |
| 20 | DigitalOceandigitalocean.com | Cloud Infrastructure | 54 | C | Oct 12, 2026 |
| 21 | blacksmith.shblacksmith.shCommunity | No category | 53 | C | Oct 12, 2026 |
| 22 | iana.orgiana.orgCommunity | No category | 47 | D | Oct 13, 2026 |
| 23 | rust-lang.orgrust-lang.orgCommunity | No category | 45 | D | Oct 13, 2026 |
| 24 | smith.langchain.comsmith.langchain.comCommunity | No category | 31 | D | Oct 13, 2026 |
| 25 | example.comexample.comCommunity | No category | 29 | D | Oct 13, 2026 |
| 26 | nytimes.comnytimes.comCommunity | No category | 25 | F | Oct 13, 2026 |
| 27 | debian.orgdebian.orgCommunity | No category | 17 | F | Oct 13, 2026 |
Showing 1–27 of 27 companies
Where would yoursite rank?
Run the same scan behind every score on this board and see exactly what an agent can find, read, use and pay for.
No signup- 125 checks
- About 10 minutes
FAQ
Questions,answered
How the board works, how often it changes, and how to get your company on it.
How is the score calculated?
Every company gets the same public scan across four pillars: Discovery, Access and Usability, worth up to 90 points, plus bonus Payments checks. We only use what an agent can reach on your site. No logins, no private APIs.
How often is the leaderboard updated?
Every company on the board is rescanned every week, on the same checks. The date at the top of the page is the latest of those scans.
What do the A, B and C grades mean?
A is strong, B is good, and C is fair. A+ is the top of the scale. D and F mean the public site is hard for an agent to find, read, or use.
Can I get my company added?
Yes. Run the same public scan from the agent readiness checker. When it finishes, the company is listed here with its score.
My score looks wrong. What can I do?
The score only reflects what an agent can reach in public. If that changed, rescan the company from its report. The weekly scan picks up the rest.
Do you need access to my product?
No. The scan never logs in and never calls a private API. If an agent on the public web cannot see it, it is not in the score.
