Integration · Product & Development Tools
ClosedLoop AI
Linear
Customer insights auto-create prioritized issues
Your backlog should reflect what customers actually need, not what internal stakeholders guess. ClosedLoop AI delivers product intelligence directly into Linear, creating prioritized issues with real customer evidence attached so engineering works on what matters most.
Read-only to start. Recent history backfilled on day one.
What you get
What Linear can tell your product team.
ClosedLoop AI reads your Linear data and turns it into product insight you can act on. No one has to review it, and nothing gets lost.
Evidence-Backed Issues
Every issue ClosedLoop AI creates in Linear arrives with the customer evidence behind it. Feedback from across your channels is aggregated and delivered as issues tagged with the accounts that requested them, the revenue at stake, and the exact customer language describing the need.
Priority That Reflects Reality
ClosedLoop AI assigns priority based on customer impact insights, not internal opinion. When 8 enterprise accounts independently describe the same workflow gap, the resulting Linear issue reflects that weight so sprint planning starts with real demand data.
Cycle Planning Intelligence
Before each cycle begins, product managers see which customer-driven issues have accumulated the most evidence. ClosedLoop AI continuously enriches existing issues with new insights, so a request that started with one customer mention becomes a pattern backed by twelve.
Closed-Loop Status Updates
When engineering ships a feature linked to customer feedback, ClosedLoop AI tracks the resolution. Teams can trace exactly which customer problems were addressed in each release, making impact reporting automatic rather than manual.
Who you'll hear from
The voices on Linear.
The customer profiles that show up on this channel, and the intelligence each one reveals.
Product Managers
PMs who plan cycles and prioritize the backlog see customer evidence attached to every issue, replacing gut-feel prioritization with demand insights aggregated across sales, support, and research conversations.
Engineering Leads
Tech leads and engineering managers who assign sprint work get context on why each issue matters, with customer quotes and account names that turn abstract tickets into tangible user problems.
Designers
Product designers reviewing upcoming work see the actual language customers use to describe their pain, providing design direction grounded in real workflows rather than second-hand requirements.
Leadership
VPs and directors tracking roadmap progress see which customer-driven initiatives shipped, which accounts they impact, and how backlog priorities align with revenue and retention objectives.
How the data flows
What Linear holds becomes what your roadmap reads.
ClosedLoop AI reads from Linear and turns each part into something your product team can act on.
Read-only to start. No tagging, no manual review.
What changes
What changes when you connect Linear.
Automate issue creation from customer feedback so nothing falls through the cracks between sales and engineering
Prioritize the backlog based on aggregated customer demand, not internal assumptions
Cycle planning informed by real customer evidence attached to every issue
Engineering teams understand the customer context behind each ticket they pick up
Track which shipped features actually addressed customer-reported problems
Connect roadmap decisions to revenue impact with customer-backed evidence
Setup
Connected in minutes, useful on day one.
Authorize in one click. Read-only to start, nothing to install.
ClosedLoop AI reads your recent history straight away, so you start with insights, not an empty screen.
Requests, competitor mentions, and risks arrive grouped and ranked. No tags to maintain.
Read them in the dashboard, get them in Slack, or query them from your AI assistant over the MCP.
Related integrations
Other product & development tools tools that work with ClosedLoop AI.
Typeform
Product & Development Tools
Extract customer feedback from interactive surveys and form responses
SurveyMonkey
Product & Development Tools
Analyze customer feedback from survey responses and data analysis
Jira
Product & Development Tools
Create Jira tickets and stories from customer feedback analysis
Read what your customers already told you on Linear.
Connect in minutes and start surfacing product insights from your Linear data.
No credit card. Read-only to start.