# Agent-ready leaders, Q4 2026 Source: https://agentdrives.com/awards/2026-q4 ## 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. - [Pipedream](https://agentdrives.com/tools/pipedream.md?via=md): L4 Runs on its own, driven 6 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/pipedream.svg ## Browser infrastructure 4 products driven. - [Anchor Browser](https://agentdrives.com/tools/anchorbrowser.md?via=md): L4 Runs on its own, driven 5 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/anchorbrowser.svg - [Browserless](https://agentdrives.com/tools/browserless.md?via=md): L4 Runs on its own, driven 6 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/browserless.svg - [Steel](https://agentdrives.com/tools/steel.md?via=md): L4 Runs on its own, driven 13 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/steel.svg ## CRM 8 products driven. - [Attio](https://agentdrives.com/tools/attio.md?via=md): L4 Runs on its own, driven 2 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/attio.svg - [Pipedrive](https://agentdrives.com/tools/pipedrive.md?via=md): L4 Runs on its own, driven 19 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/pipedrive.svg - [Twenty](https://agentdrives.com/tools/twenty.md?via=md): L4 Runs on its own, driven 2 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/twenty.svg ## Customer support 10 products driven. - [Intercom](https://agentdrives.com/tools/intercom.md?via=md): L3 Does the work, driven 20 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/intercom.svg ## Databases 11 products driven. - [Airtable](https://agentdrives.com/tools/airtable.md?via=md): L4 Runs on its own, driven 15 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/airtable.svg - [ClickHouse Cloud](https://agentdrives.com/tools/clickhouse.md?via=md): L4 Runs on its own, driven 19 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/clickhouse.svg - [Convex](https://agentdrives.com/tools/convex.md?via=md): L4 Runs on its own, driven 19 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/convex.svg - [NocoDB](https://agentdrives.com/tools/nocodb.md?via=md): L4 Runs on its own, driven 3 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/nocodb.svg ## Design 3 products driven. - [Penpot](https://agentdrives.com/tools/penpot.md?via=md): L4 Runs on its own, driven 17 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/penpot.svg ## Docs and workspace 5 products driven. - [BookStack](https://agentdrives.com/tools/bookstackapp.md?via=md): L4 Runs on its own, driven 23 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/bookstackapp.svg - [Craft](https://agentdrives.com/tools/craft.md?via=md): L4 Runs on its own, driven 17 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/craft.svg ## E-commerce 4 products driven. - [Shopify](https://agentdrives.com/tools/shopify.md?via=md): L3 Does the work, driven 17 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/shopify.svg ## E-signature 4 products driven. - [DocuSeal](https://agentdrives.com/tools/docuseal.md?via=md): L4 Runs on its own, driven 6 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/docuseal.svg ## Email infrastructure 6 products driven. - [AgentMail](https://agentdrives.com/tools/agentmail.md?via=md): L4 Runs on its own, driven 14 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/agentmail.svg ## Email marketing 8 products driven. - [Buttondown](https://agentdrives.com/tools/buttondown.md?via=md): L4 Runs on its own, driven 2 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/buttondown.svg ## File storage 6 products driven. - [Cloudinary](https://agentdrives.com/tools/cloudinary.md?via=md): L4 Runs on its own, driven 6 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/cloudinary.svg ## Forms 6 products driven. - [Fillout](https://agentdrives.com/tools/fillout.md?via=md): L4 Runs on its own, driven 22 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/fillout.svg - [Tally](https://agentdrives.com/tools/tally.md?via=md): L4 Runs on its own, driven 17 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/tally.svg ## Hosting and deploys 5 products driven. - [Railway](https://agentdrives.com/tools/railway.md?via=md): L3 Does the work, driven 6 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/railway.svg ## Payments 5 products driven. - [GoCardless](https://agentdrives.com/tools/gocardless.md?via=md): L4 Runs on its own, driven 21 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/gocardless.svg ## Product analytics 4 products driven. - [Mixpanel](https://agentdrives.com/tools/mixpanel.md?via=md): L3 Does the work, driven 6 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/mixpanel.svg ## Project management 15 products driven. - [monday.com](https://agentdrives.com/tools/monday.md?via=md): L4 Runs on its own, driven 17 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/monday.svg - [Nifty](https://agentdrives.com/tools/niftypm.md?via=md): L4 Runs on its own, driven 20 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/niftypm.svg - [Plane](https://agentdrives.com/tools/plane.md?via=md): L4 Runs on its own, driven 15 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/plane.svg - [Shortcut](https://agentdrives.com/tools/shortcut.md?via=md): L4 Runs on its own, driven 2 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/shortcut.svg ## Scheduling 6 products driven. - [TidyCal](https://agentdrives.com/tools/tidycal.md?via=md): L3 Does the work, driven 12 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/tidycal.svg ## Search APIs 6 products driven. - [Parallel](https://agentdrives.com/tools/parallel.md?via=md): L4 Runs on its own, driven 15 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/parallel.svg ## Task management 4 products driven. - [TickTick](https://agentdrives.com/tools/ticktick.md?via=md): L3 Does the work, driven 6 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/ticktick.svg ## Team chat 3 products driven. - [Zulip](https://agentdrives.com/tools/zulip.md?via=md): L4 Runs on its own, driven 24 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/zulip.svg ## Web analytics 4 products driven. - [Plausible Analytics](https://agentdrives.com/tools/plausible.md?via=md): L3 Does the work, driven 11 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/plausible.svg ## Web scraping 4 products driven. - [Firecrawl](https://agentdrives.com/tools/firecrawl.md?via=md): L4 Runs on its own, driven 18 Oct 2026. Badge: https://agentdrives.com/awards/2026-q4/firecrawl.svg