Report card

Do AI agents pick Linear?

How often agents choose Linear when a developer needs work management — measured across Claude, GPT, Gemini.

Linear

#1 of 8 work management
22%Pick Rate
95% CI 17%28%

When developers ask an AI agent for work management, Linear is picked 22% of the time — ranking #1 of 8 measured across Claude, GPT, Gemini.

Picked 22% Named, not picked 26% Never surfaced 53%

Top pick in the category. 🟢

Agent readiness

Level 1 · Basic Web Presence · 3/16 agent standards

Linear is missing Link headers, DNS-AID records, Markdown for agents, Content Signals. Readiness is what a site publishes for agents, not whether agents pick it — across our corpus the two barely correlate. Scored by Cloudflare's Agent Readiness score.

Get the full report

The per-model and per-surface breakdown for Linear — where it wins, where it loses, and to whom — plus an alert when the Pick Rate moves.

About Linear

Linear is a project and issue tracking tool built for software development teams.

Linear helps engineering teams manage bugs, features, and sprints through a fast, keyboard-driven interface. It organizes work into teams, projects, cycles, and issues, and integrates with tools like GitHub, GitLab, Figma, and Slack. It's aimed at product and engineering teams that want a focused alternative to heavier tools like Jira.

Where to start

New teams typically begin by creating a workspace, setting up a team, and importing existing issues or connecting a Git repository to enable automatic issue updates from branches and pull requests. Linear also offers a public API and webhooks for teams that want to build custom integrations or automate workflows.

Links verified from public sources; summary written from public information.

The rest of the Work Management ranking

← Full Work Management leaderboard · How this is measured