# GitHub Integration · ClosedLoop AI > Create GitHub issues from customer feedback insights. ClosedLoop AI reads every conversation and ranks what to build by the revenue behind it. --- [Skip to main content](#main-content)[Home](https://closedloop.sh/)/ [Integrations](https://closedloop.sh/integrations)/ GitHub Integration · Product & Development Tools ![ClosedLoop AI logo](https://closedloop.sh/closedloop-logo.png)ClosedLoop AI + ![GitHub logo](/assets/images/logos/github.svg)GitHub # Customer-driven issues that link feedback to code Developers work in GitHub. Customer feedback lives everywhere else. ClosedLoop AI bridges that gap by creating GitHub issues directly from customer intelligence, so the people writing code see exactly who needs what and why -- without leaving the platform where they ship. [Connect GitHub](https://app.closedloop.sh/auth?mode=signup)[Book a demo](https://calendar.app.google/qzZMrpSmjWMwLqEi9) Read-only to start. Recent history backfilled on day one. The integration GitHub Product & Development Tools Direction GitHub → ClosedLoop AI Access Read-only Backfill 12 months, day one Sync Continuous Status Active What you get ## What GitHub can tell your product team. ClosedLoop AI reads your GitHub data and turns it into product insight you can act on. No one has to review it, and nothing gets lost. 01 ### Customer-Linked Issues ClosedLoop AI creates GitHub issues that connect code work to customer outcomes. Each issue includes which accounts raised the need, what they described in their own words, and the business context behind the request. Engineers see the human impact of every line they write. 02 ### Feedback-to-Code Traceability When a pull request closes a customer-driven issue, the link between feedback and code is preserved. Teams can trace any shipped feature back to the customer conversations that inspired it, creating accountability and measurable product impact. 03 ### Repository-Aware Routing ClosedLoop AI routes customer insights to the right repository and labels them appropriately. API feedback goes to the API repo. UI complaints land in the frontend repo. Integration requests appear in the platform repo. Each team sees only the customer insights relevant to their codebase. 04 ### Open Source Community Intelligence For teams with public repositories, ClosedLoop AI distinguishes between internal customer feedback and community requests, ensuring that paying customer needs are tracked alongside open-source contributions without mixing the two priorities. Who you'll hear from ## The voices on GitHub. The customer profiles that show up on this channel, and the intelligence each one reveals. Profile ### Engineering Teams Developers picking up issues see the customer context behind their work. Knowing that 12 enterprise accounts are blocked on a missing API endpoint changes how engineers approach the implementation, from abstract ticket to concrete user problem. Profile ### Product Managers PMs triaging GitHub issues see customer evidence automatically attached, making prioritization decisions faster and more defensible. The backlog reflects real demand, not just internal feature wishlists. Profile ### DevOps and Platform Teams Platform engineers see customer-reported infrastructure pain points -- reliability issues, performance complaints, and integration gaps -- delivered as actionable issues in the repositories they own. Profile ### Engineering Leadership VPs of Engineering and CTOs tracking milestone progress see which customer-driven issues shipped, how they map to retention and revenue, and where customer demand outpaces engineering capacity. How the data flows ## What GitHub holds becomes what your roadmap reads. ClosedLoop AI reads from GitHub and turns each part into something your product team can act on. From GitHub Into ClosedLoop AI Conversations, records, and messages Product insights in the customer's own words Who said it, and their role The customer and the role behind each insight Account and deal context The revenue weight behind every request When it happened How a theme moves over time What came up Competitor mentions and churn risk, caught early Read-only to start. No tagging, no manual review. What changes ## What changes when you connect GitHub. 01 Automate GitHub issue creation from customer feedback so engineering sees real user needs in their daily workflow 02 Trace shipped features back to the customer conversations that inspired them 03 Route customer insights to the correct repository and team automatically 04 Enrich existing open issues with new customer evidence as it arrives 05 Prioritize engineering work based on aggregated customer demand, not isolated requests 06 Connect code changes to customer outcomes for measurable product impact Setup ## Connected in minutes, useful on day one. Step 01 **Connect GitHub** Authorize in one click. Read-only to start, nothing to install. Step 02 **Backfill** ClosedLoop AI reads your recent history straight away, so you start with insights, not an empty screen. Step 03 **Insights land** Requests, competitor mentions, and risks arrive grouped and ranked. No tags to maintain. Step 04 **Act anywhere** 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 Active Learn more →](https://closedloop.sh/integrations/typeform)[SurveyMonkey Product & Development Tools Analyze customer feedback from survey responses and data analysis Coming soon Learn more →](https://closedloop.sh/integrations/surveymonkey)[Linear Product & Development Tools Create product issues and tasks from customer feedback insights Active Learn more →](https://closedloop.sh/integrations/linear)[View all integrations](https://closedloop.sh/integrations) ## Read what your customers already told you on GitHub. Connect in minutes and start surfacing product insights from your GitHub data. [Start free →](https://app.closedloop.sh/auth?mode=signup)[Book a demo](https://calendar.app.google/qzZMrpSmjWMwLqEi9) No credit card. Read-only to start. --- ## More Information - Website: https://closedloop.sh - Documentation: /docs - Pricing: https://closedloop.sh/pricing - Contact: https://closedloop.sh/contact