Linear + Rereflect
Your Linear issues are full of customer feedback hiding in comments and descriptions. Rereflect connects to Linear and automatically extracts sentiment, pain points, and feature requests — giving your product team a clear signal from the noise.
Up and running in minutes.
Connect Linear
Authorize Rereflect via OAuth in one click. We securely connect to your Linear workspace.
Issues Flow In
New issue comments, status changes, and labels are sent to Rereflect via webhooks in real-time.
AI Finds Patterns
Our AI analyzes every comment for sentiment, categorizes feedback, and surfaces the most impactful product insights.
Built for this channel.
Issue Comment Analysis
Every comment on Linear issues is analyzed for customer sentiment, pain points, and feature requests — automatically.
Label-Based Filtering
Choose which issues to monitor by label. Only capture feedback from customer-facing issues, bug reports, or specific projects.
Team Mapping
Map Linear teams to Rereflect categories. Route feedback from different teams to the right dashboard views.
Status Tracking
Track how feedback correlates with issue status. See which customer pain points are being addressed and which are stuck.
Issue Templates
Create issues back in Linear from Rereflect with customizable templates — including sentiment data and customer context.
Real-Time Webhooks
Instant data flow via Linear webhooks with signature verification. No polling, no delays — feedback appears in seconds.
Who it helps.
We had feature requests scattered across hundreds of Linear issues. Rereflect now surfaces the top requests with sentiment context — we prioritize based on data, not gut feeling.
Bug reports from customers often have valuable product feedback buried in the comments. Rereflect catches patterns we never would have seen — like 3 different customers hitting the same workflow issue.
I used to manually scan Linear for customer-reported issues. Now I check Rereflect's dashboard and instantly see which accounts are frustrated and what they need fixed.
Connect in four steps.
Navigate to your Rereflect dashboard and open the Integrations page.
You'll be redirected to Linear to authorize Rereflect via OAuth. Approve the connection — credentials and webhook secrets are encrypted at rest.
Map your Linear teams to Rereflect categories so feedback is automatically organized.
Create a Linear feedback source and configure which labels or keywords to monitor.
Issue comments flow in automatically. View insights on your dashboard within minutes.
Questions, answered.
Self-host it and connect your tools.
Deploy Rereflect on your own infrastructure and wire up every feedback channel you already use. MIT licensed, every feature unlocked.