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Scan APIChrome extension

Leaderboards

How easy each company is for AI agents to find, read and use, in the categories where a coding agent picks the vendor itself. From our 9 Nov 2026 scans.

All 135 companies, ranked together

All categories on our board

LeaderGumloop, Neon and Transloadit · 99Joint leaders: Gumloop in AI agent platforms, Neon in Databases and caching, Transloadit in File storage

See the best practices: how to do each, with the real files

PassFailCouldn't checkNot counted135 companies
  1. joint 1 of 135Gumloopgumloop.com · AI agent platforms99/10024 of 26
  2. joint 1 of 135Neonneon.com · Databases and caching99/10026 of 27
  3. joint 1 of 135Transloadittransloadit.com · File storage99/10026 of 28
  4. 4 of 135WorkOSworkos.com · Auth98/10024 of 28
  5. joint 5 of 135Fly.iofly.io · Hosting and deploy97/10025 of 28
  6. joint 5 of 135Railwayrailway.com · Hosting and deploy97/10025 of 28
  7. joint 5 of 135SigNozsignoz.io · Observability97/10023 of 26
  8. joint 8 of 135Renderrender.com · Hosting and deploy96/10026 of 28
  9. joint 8 of 135Tursoturso.tech · Databases and caching96/10025 of 28
  10. joint 10 of 135GrowthBookgrowthbook.io · Feature flags95/10023 of 28
  11. joint 10 of 135LangChainlangchain.com · AI agent platforms95/10018 of 22
  12. joint 10 of 135Upstashupstash.com · Databases and caching95/10023 of 27
  13. joint 13 of 135Clerkclerk.com · Auth94/10024 of 28
  14. joint 13 of 135Dodo Paymentsdodopayments.com · Payments94/10024 of 26
  15. joint 13 of 135LaunchDarklylaunchdarkly.com · Feature flags94/10026 of 28
  16. joint 13 of 135Netlifynetlify.com · Hosting and deploy94/10024 of 28
  17. joint 13 of 135Porterporter.run · Hosting and deploy94/10024 of 26
  18. joint 13 of 135Restaterestate.dev · Background jobs94/10022 of 26
  19. joint 19 of 135Cockroach Labscockroachlabs.com · Databases and caching93/10021 of 25
  20. joint 19 of 135FusionAuthfusionauth.io · Auth93/10021 of 27
  21. joint 19 of 135Honeycombhoneycomb.io · Observability93/10024 of 28
  22. joint 19 of 135SurrealDBsurrealdb.com · Databases and caching93/10025 of 28
  23. joint 19 of 135Xataxata.io · Databases and caching93/10022 of 27
  24. 24 of 135PlanetScaleplanetscale.com · Databases and caching92/10024 of 27
  25. joint 25 of 135Grafana Labsgrafana.com · Observability91/10019 of 24

Who moves next? Press Watch on any company's page to keep it on your watchlist, or follow the Drop: what moved on the boards, and one real file worth copying.

All categories ranks the 135 companies on the 10 boards we scan as plain domains, on the same checks. Email APIs are ranked on their own board: we read pages we picked by hand for each one.

The categories, most agent-ready first

Each dot is a company, all on one scale, so the categories compare. The dark mark is the median.

CategoryCompaniesLeaderMedianEvery company, 30 to 100
Email APIs15Mailtrap · 9990Scores from 70 to 99
Databases and caching16Neon · 9988Scores from 53 to 99
Hosting and deploy12Fly.io and Railway · 9787Scores from 67 to 97
AI agent platforms13Gumloop · 9985Scores from 75 to 99
Feature flags12GrowthBook · 9584Scores from 39 to 95
Auth14WorkOS · 9883Scores from 55 to 98
Payments15Dodo Payments · 9481Scores from 39 to 94
Background jobs13Restate · 9479Scores from 60 to 94
Observability15SigNoz · 9778Scores from 53 to 97
File storage15Transloadit · 9974Scores from 54 to 99
Real-time10PubNub · 9169Scores from 39 to 91