Agent-ready leaders, Q4 2026.

35 products lead 23 categories, from 151 products our agent drove between 1 Oct 2026 and 31 Dec 2026.

How a product leads

  • Our agent drove the product in Q4 2026 and it reached L4 (Runs on its own) or higher. Where none in a category did, the products at its highest level lead it, if that is L3 (Does the work) or higher.
  • A category needs 3 or more products driven in the quarter.
  • Only our drives count.

Automation

4 products driven

Browser infrastructure

4 products driven

CRM

8 products driven
  • AttioL4Runs on its ownDriven 2 Oct 2026Attio: Agent-ready leader, CRM, Q4 2026
  • PipedriveL4Runs on its ownDriven 19 Oct 2026Pipedrive: Agent-ready leader, CRM, Q4 2026
  • TwentyL4Runs on its ownDriven 2 Oct 2026Twenty: Agent-ready leader, CRM, Q4 2026

Customer support

10 products driven
  • IntercomL3Does the workDriven 20 Oct 2026Intercom: Agent-ready leader, Customer support, Q4 2026

Databases

11 products driven

Design

3 products driven
  • PenpotL4Runs on its ownDriven 17 Oct 2026Penpot: Agent-ready leader, Design, Q4 2026

Docs and workspace

5 products driven
  • BookStackL4Runs on its ownDriven 23 Oct 2026BookStack: Agent-ready leader, Docs and workspace, Q4 2026
  • CraftL4Runs on its ownDriven 17 Oct 2026Craft: Agent-ready leader, Docs and workspace, Q4 2026

E-commerce

4 products driven
  • ShopifyL3Does the workDriven 17 Oct 2026Shopify: Agent-ready leader, E-commerce, Q4 2026

E-signature

4 products driven
  • DocuSealL4Runs on its ownDriven 6 Oct 2026DocuSeal: Agent-ready leader, E-signature, Q4 2026

Email infrastructure

6 products driven

Email marketing

8 products driven

File storage

6 products driven

Forms

6 products driven
  • FilloutL4Runs on its ownDriven 22 Oct 2026Fillout: Agent-ready leader, Forms, Q4 2026
  • TallyL4Runs on its ownDriven 17 Oct 2026Tally: Agent-ready leader, Forms, Q4 2026

Hosting and deploys

5 products driven
  • RailwayL3Does the workDriven 6 Oct 2026Railway: Agent-ready leader, Hosting and deploys, Q4 2026

Payments

5 products driven

Product analytics

4 products driven
  • MixpanelL3Does the workDriven 6 Oct 2026Mixpanel: Agent-ready leader, Product analytics, Q4 2026

Project management

15 products driven
  • monday.comL4Runs on its ownDriven 17 Oct 2026monday.com: Agent-ready leader, Project management, Q4 2026
  • NiftyL4Runs on its ownDriven 20 Oct 2026Nifty: Agent-ready leader, Project management, Q4 2026
  • PlaneL4Runs on its ownDriven 15 Oct 2026Plane: Agent-ready leader, Project management, Q4 2026
  • ShortcutL4Runs on its ownDriven 2 Oct 2026Shortcut: Agent-ready leader, Project management, Q4 2026

Scheduling

6 products driven
  • TidyCalL3Does the workDriven 12 Oct 2026TidyCal: Agent-ready leader, Scheduling, Q4 2026

Search APIs

6 products driven
  • ParallelL4Runs on its ownDriven 15 Oct 2026Parallel: Agent-ready leader, Search APIs, Q4 2026

Task management

4 products driven
  • TickTickL3Does the workDriven 6 Oct 2026TickTick: Agent-ready leader, Task management, Q4 2026

Team chat

3 products driven
  • ZulipL4Runs on its ownDriven 24 Oct 2026Zulip: Agent-ready leader, Team chat, Q4 2026

Web analytics

4 products driven

Web scraping

4 products driven

How we drive and set a level