Turn Linear into a real-time product intelligence system

Your backlog reflects what you’ve decided to build. Samepage shows you what you should be building next.

Connect Linear to Samepage and continuously analyze issues, cycles, and team activity to surface gaps, trends, and product decisions grounded in real data.

Built for teams that live in their backlog

If you’re using Linear, your roadmap, bugs, and feature work are already structured.

But Linear shows you:

• What’s been created

• What’s in progress

• What’s shipped

It doesn’t tell you:

• What’s missing

• What patterns exist across issues

• Whether your backlog actually reflects customer reality

Samepage is built for teams who want their backlog to be intelligent, not just organized.

The problem with Linear today

Linear is fast and clean—but it’s still a system of record, not a system of insight.

So teams run into this:

• Backlogs grow without clear prioritization logic

• Duplicate or overlapping issues slip through

• Customer feedback doesn’t fully map to what’s being built

• Trends across issues are hard to see

You’re shipping work—but not always confident it’s the right work.

What Samepage does differently

Samepage treats Linear as a living dataset—not just a list of tickets.

Instead of manually reviewing issues or relying on intuition, you define Signals that continuously analyze your backlog.

You can ask questions like:

• “What themes are emerging across recent issues?”

• “What customer problems are not represented here?”

• “Where are we duplicating effort?”

Samepage connects the dots across issues, cycles, and metadata—and turns them into clear outputs.

How it works

1. Connect Linear
   Samepage ingests issues, projects, cycles, and metadata.

2. Create a Signal
   Use Linear as a data source and define what to analyze, like:
   “Analyze issues created in the last 2 weeks and group them into themes.”

3. Run continuous analysis
   Signals update as new issues are created or updated.

4. Get structured outputs
   Instead of scanning tickets, you get patterns, gaps, and recommendations.

Key use cases

1. Identify gaps in your backlog
Compare Linear issues with customer feedback from other sources.
Example output:
“‘Export data’ requested in 15 customer conversations, no corresponding Linear issue exists.”

2. Detect duplicate or overlapping work
Analyze issues across projects and teams.
Example:
“4 issues across 2 teams are addressing similar onboarding friction—consolidation recommended.”

3. Understand what your team is actually working on
Group recent issues into themes.
Example:
“Last 20 issues cluster around performance improvements (45%) and UI polish (35%), with minimal work on core features.”

4. Track how priorities shift over time
Analyze cycles and issue trends.
Example:
“Shift toward infrastructure work over the past 3 cycles—feature development down 30%.”

5. Turn backlog data into product decisions
Generate recommendations based on issue patterns.
Example:
“High volume of small UX issues suggests need for dedicated design pass rather than incremental fixes.”

Before vs After

Before Samepage
You scan Linear boards, read through issues, and try to piece together what’s happening. Prioritization is a mix of intuition and scattered context.

After Samepage
Signals show you what’s actually going on across your backlog—what themes are emerging, what’s missing, and where to focus. Decisions are based on patterns, not guesswork.

What Linear data Signals can analyze

Samepage works directly on your Linear workspace, including:

• Issues (titles, descriptions, comments)

• Projects and initiatives

• Cycles and timelines

• Labels, priorities, and statuses

• Team ownership and activity

No manual exports or restructuring required.

Why not just use Linear alone?

Linear is excellent for execution. It’s not designed for synthesis.

• It doesn’t analyze patterns across issues

• It doesn’t connect backlog data to customer feedback

• It doesn’t highlight what’s missing

You can scroll, filter, and search—but you’re still doing the thinking manually.

Samepage sits on top of Linear and answers:

“What does our backlog actually tell us—and what should we change?”

Linear integration for backlog analysis and product insights

If you’re looking to get more value from Linear—whether that’s analyzing issues, improving prioritization, or connecting backlog data to product strategy—Samepage gives you a system that goes beyond task management.

Instead of manually reviewing tickets or relying on gut feel, you can define exactly what you want to learn from your backlog and let Signals surface it continuously.

This is especially useful for product teams that want to move faster without losing clarity on what matters.

Turn your backlog into a decision engine

Connect Linear to Samepage and define your first Signal in minutes.

Stop managing tickets. Start understanding them.