Team AI Agent Integration with Refiner
Runbear’s AI agent fetches and summarizes Refiner survey results in team chat, giving teams real-time feedback with zero context switching. Enhance your Refiner workflows with AI-powered automation in Slack, Teams, and Discord.

Refiner has transformed how SaaS and digital product companies gather user feedback, but pairing it with an AI agent like Runbear unlocks a whole new level of automation and collaboration. Instead of manually chasing down survey results, teams can now have actionable insights, recommendations, and analytics delivered right inside their chat workspace. In this article, we’ll explore how combining Refiner and Runbear’s AI agents empowers teams to move faster and make even smarter, data-driven decisions.
About Refiner
Refiner is a leading customer feedback survey platform designed for SaaS and digital product teams. It empowers businesses to collect rich, actionable insights through highly customizable in-app surveys. Refiner’s advanced targeting delivers the right questions to the right users at the perfect time, maximizing engagement and response rates. Beyond survey delivery, Refiner features comprehensive analytics dashboards, AI-powered response tagging, and seamless integrations with key tools like HubSpot, Salesforce, and Mixpanel. Teams adopt Refiner to unify customer voice collection and quickly turn feedback into product improvements and higher satisfaction scores, all while keeping the process streamlined and deeply embedded in the user experience. Whether you’re tracking NPS, gathering feature requests, or measuring onboarding success, Refiner gives teams the actionable data they need to succeed.
Use Cases in Practice
When you integrate Refiner with Runbear, your team’s ability to access and leverage customer feedback accelerates dramatically. Imagine asking your AI agent, “How did last quarter’s NPS evolve?” or requesting a breakdown of top user pain points from recent surveys—right in Slack, in seconds. Scheduled agents can provide weekly highlights and charts, ensuring everyone from product to customer success is aligned on user sentiment. AI agents can even analyze Refiner responses, identify urgent issues, and propose clear action items for your next sprint. This seamless flow mirrors what many teams have experienced with our AI-powered executive dashboards and business analytics automation, only now it’s laser-focused on customer feedback. By reducing manual data wrangling and keeping the conversation where your team already works, Runbear ensures Refiner insights don’t just inform, but actively drive your entire workflow.
Refiner vs Refiner + AI Agent: Key Differences

The integration of Runbear with Refiner transforms the way teams access and act on customer feedback. Instead of manually exporting and reviewing survey data, teams can now interact with an AI agent inside Slack or Teams, automating routine reports, surfacing actionable insights, and simplifying analytics. Runbear eliminates the cumbersome, manual steps required for traditional survey analysis, enabling instant team collaboration and smarter decision-making from directly within your existing chat workspace.
Implementation Considerations
Adopting this workflow integration requires careful planning. Teams will need to ensure Refiner and Runbear accounts are properly connected and that sensitive survey data is shared only with approved users through secure permissions. Training team members to interact with AI agents in chat, interpret automated reports, and trust recommendations may require initial support and change management. Consider the cost of both subscriptions and assess ROI by tracking increased survey engagement, reduced manual reporting, and faster team responses. Data governance is key—establish clear protocols for how AI agents access, summarize, and disseminate customer feedback to ensure compliance and privacy. Finally, assess organizational readiness by pilot-testing with a few workflows before rolling out broadly, ensuring your team is set up to make the most of this powerful combo.
Get Started Today
Integrating Runbear with Refiner is a future-proof move for any team focused on customer-centric growth. By bringing Refiner data and insights directly into your team’s daily chat, AI agents make feedback more accessible, actionable, and collaborative. While the initial setup and change management require some forethought, the payoff in increased productivity and smarter decision-making is immense. Ready to unleash the power of automated feedback analytics? Try the Runbear and Refiner integration today and transform your team’s approach to customer insights—for good.