user feedback categorization tool - AI tools

Feedback Brief is an AI-powered platform that analyzes customer feedback to extract key issues, categorize insights, and prioritize improvements, enabling teams to make data-driven decisions efficiently.

• Freemium
• From 10$

VibeBack is an AI-powered feedback tool that collects emoji-based insights from SaaS users in seconds, boosting retention and driving continuous improvement through actionable, categorized feedback.

• Other

Zefi is an AI-powered platform that automatically unifies, categorizes, and analyzes user feedback across multiple channels to inform product decisions and improve customer experience.

• Contact for Pricing

KoalaFeedback is a user feedback management platform that leverages AI to collect, organize, and prioritize feature requests, helping teams build better products by focusing on what matters most.

• Freemium
• From 29$

Feedlas is an AI-powered platform that helps businesses collect, organize, analyze, and prioritize customer feedback from multiple channels to drive strategic product decisions.

• Paid
• From 19$

ThumbsUp is a comprehensive feedback management platform that helps businesses collect, analyze, and act on user feedback using AI-powered insights, sentiment analysis, and keyword trend tracking.

• Freemium
• From 39$

feedback.tools is an AI-powered feedback analytics platform that helps businesses collect, analyze, and prioritize user feedback to build better products through continuous feedback loops and intelligent analysis.

• Freemium
• From 35$

FeatureCat is a user feedback and feature management tool that allows product teams to gather, organize, and prioritize user input to create better products. Streamline collection, voting, planning, and insights in one centralized platform.

• Freemium
• From 15$

FeatureOS is an AI-powered feedback management platform that helps product teams collect, organize, and prioritize user feedback through boards, roadmaps, changelogs, and knowledge base modules.

• Freemium
• From 60$

Groupt is an AI-powered platform that categorizes qualitative data from CSV files, providing visualizations and insights for better decision-making.

• Freemium
• From 19$

Traggr is an AI-powered feedback management platform that centralizes customer inquiries and user feedback collection across all channels, enabling teams to analyze trends and prioritize improvements.

• Contact for Pricing

Feedmux centralizes customer feedback from multiple sources and uses AI to analyze it, uncovering actionable insights to improve retention, fix issues, and drive business growth.

• Paid
• From 99$

Userwell is a product feedback management platform that empowers businesses to collect, analyze, and implement customer feedback, enabling more informed product decisions and improved user satisfaction.

• Free Trial
• From 79$

Feeedback is a platform designed to help businesses collect customer feedback, display testimonials as social proof, and leverage AI-driven insights to guide product development and reduce churn.

• Freemium

Userowl streamlines the process of collecting, managing, and prioritizing user feedback and bug reports through a customizable feedback widget and integrated dashboard.

• Paid
• From 29$

Userback streamlines user feedback collection and management for product teams with visual tools, automated workflows, and AI-powered insights. Enhance your product with deeper understanding, faster issue resolution, and seamless team collaboration.

• Freemium
• From 9$

Zonka Feedback is an AI-powered customer experience platform that analyzes feedback from multiple sources to deliver actionable insights. It uses thematic analysis, sentiment scoring, and impact analysis to help businesses improve customer satisfaction metrics like NPS, CSAT, and CES.

• Contact for Pricing

IdeaRoost streamlines the process of collecting insightful feedback and testimonials from genuine users, enhancing idea validation and product refinement.

• Freemium

Feedback Navigator is an AI-powered platform that analyzes customer feedback from multiple sources to extract valuable insights, sentiments, and customer requests through advanced language processing.

• Freemium
• From 15$

Feedback Button is a customizable website feedback collection tool that requires no coding, provides informative responses with device data, and sends email notifications to help businesses gather valuable customer insights.

• Freemium
• From 9$

Feature Upvote is a feedback collection platform that centralizes player suggestions through a voting system, helping game developers prioritize development based on quantifiable data.

• Freemium
• From 49$

Insighto is a 100% free feedback collection tool that helps product teams gather user suggestions, prioritize features through upvoting, and customize feedback boards to build products users truly want.

• Free

Idea Informer is a feedback management platform that collects, organizes, and prioritizes user suggestions to help website owners improve their projects.

• Free

Feedbuck is an AI-powered user feedback collection tool that instantly generates feedback widgets and questions tailored to your business needs. Collect valuable user insights for MVPs, product-market fit, pricing, and usability.

• Other

Prodix leverages AI to automatically categorize and generate actionable insights from customer feedback, helping businesses improve customer experience and prioritize impactful changes.

• Contact for Pricing

Painboard uses AI to analyze qualitative customer feedback, build a taxonomy of themes, and surface detailed insights. It centralizes feedback, quantifies data, and enables data-driven product decisions.

• Contact for Pricing

Uini is an AI-powered user feedback platform that automatically generates questions, conducts intelligent follow-ups, and delivers actionable insights through a lightweight website widget.

• Freemium

Saber Feedback is an AI-powered visual feedback tool that allows users to collect direct feedback from website visitors through customizable feedback buttons and forms with automatic screenshot capture and technical data collection.

• Freemium
• From 49$