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$

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$

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$

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

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$

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$

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$

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