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Cleo vs Linear

Cleo vs Linear: which is the right AI product engineer for your team?

Cleois an AI product engineer that runs the product loop continuously: listen across customer sources, turn signal into sourced bets, hand them to your coding agents with the full context, then prove the impact with honest deltas. A human makes the call on a weekly rhythm. Here’s how that compares to Linear in practice.

Side-by-side

Dimension
Linear
Cleo
What it does
Tracks issues, cycles, projects, and engineering work with keyboard-first speed.
Decides what should become an issue, drafts the spec, and measures whether shipping it moved the needle.
Who it's for
Software teams: engineers, designers, and PMs executing on planned work.
Founders and product leads upstream of the tracker, deciding what work is worth doing.
Cadence
Configurable cycles (commonly 1–2 weeks). Execution rhythm for engineering.
Continuous product loop, with a weekly decision rhythm: what to build, not how to build it.
Evidence & audit trail
Issues link to PRs, comments, and project context for the work itself.
Every recommendation cites the customer signals behind it: Slack threads, support tickets, call quotes.
Decision engine
Manual triage and prioritization. Issues get a priority field and a project.
Ship / validate / defer / kill recommendation per opportunity, with confidence score.
Specs & tickets
Tickets are first-class; specs typically live in docs (Notion/Linear Docs) authored by the team.
Drafts the spec and creates the Linear issue for you, pre-linked to the source signals.
Post-release impact
Issue completion and cycle metrics; product outcome measurement lives elsewhere.
Tracks NPS, churn risk, support load, and adoption tied back to the shipped issue.
Pricing entry point
Free for small teams; Standard from $8/user/mo, Plus from $14/user/mo.
Cleo is priced as a flat workspace fee, not per maker.

When Linear is the right call

Any product team that needs a tracker. Linear is the execution surface where engineers actually work: cycles, projects, issues, sub-issues, triage.

When Cleo is the right call

Teams that already use a tracker (often Linear itself) but lack the layer above it: synthesizing customer signal into what to put in the tracker in the first place, and measuring what happened after.

Frequently asked

Does Cleo replace Linear?

No. Cleo sits above your tracker, not in place of it. Most Cleo customers use Linear (or Jira) for execution. Cleo decides what should become an issue and drafts it; Linear is where the engineering work actually happens.

Does Cleo integrate with Linear?

Yes. When Cleo recommends shipping, it can create the Linear issue with the spec attached and source signals linked, so your engineers open the ticket and already know why it exists.

Can I migrate from Linear to Cleo?

There's nothing to migrate. They do different jobs. Keep Linear as your tracker and add Cleo as the layer that decides what enters the tracker and measures what happened after.

How does pricing compare?

Linear is per-user (Standard $8/user/mo, Plus $14/user/mo). Cleo is priced as a flat workspace fee, not per maker. They stack. Most teams pay for both because they're complementary.

Why not just use Linear's project docs and call it product management?

Linear is excellent at execution. The gap it doesn't fill is upstream: synthesizing scattered customer signals into a sourced decision and tracking downstream impact. That's the loop Cleo runs.

See it on your data

See Cleo run on your data. Book a 30-min walkthrough.

We’ll plug Cleo into your real customer signal (or a sample dataset) and run a week of the loop live, side-by-side with whatever you use today.

Book a walkthrough →