AI feedback categorization tool - AI tools

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

Visionari is an AI-powered platform designed to collect, analyze, and prioritize user feedback from multiple channels, helping product teams build features users truly need.

• Free Trial
• From 19$

Feedback Intelligence is an analytics platform for LLM-powered products like chatbots and voice agents, converting user interactions into actionable insights to improve performance and align with user intent.

• Freemium

Unwrap.ai is an AI-powered platform that analyzes and consolidates unstructured customer feedback to deliver actionable insights for product teams.

• Paid
• From 1180$

Qualli is an AI-powered feedback management platform that combines survey tools with automated feedback analysis, helping businesses collect and organize customer insights across multiple channels.

• Freemium
• From 199$

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$

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$

Sauce AI is an AI-powered engine that analyzes customer feedback from various sources, providing real-time, actionable insights to drive product development and business impact.

• Free Trial

Rargus is an AI-powered platform that transforms customer feedback from multiple channels into actionable insights, helping businesses build better products and improve customer satisfaction.

• Freemium
• From 499$

FormBee is an AI-powered platform for collecting, analyzing, and managing user feedback through an integrated chat interface, providing insights into user sentiment and interests.

• Other

RealFeedback is an AI-powered chatbot solution that helps businesses collect and analyze user feedback through natural conversations, providing actionable insights and satisfaction tracking to improve user experiences.

• Freemium
• From 29$

TheySaid is an AI-powered feedback platform that replaces traditional surveys with interactive conversations, delivering deeper insights and actionable results.

• Freemium
• From 49$

Birdie.ai is an AI platform that centralizes and analyzes customer feedback from various sources, providing actionable insights to improve customer experience and product development.

• Contact for Pricing

YOMO AI is a comprehensive platform that helps product teams gather customer feedback, conduct user research, and generate AI-powered insights to build better products. It combines feedback management, research organization, and collaborative tools in one solution.

• Contact for Pricing

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

ListenUp! is an AI-powered platform that centralizes and analyzes customer feedback from various sources, including user interviews. It automatically extracts, classifies, and groups insights to help product teams make informed decisions efficiently.

• Free Trial
• From 29$

Mark This For Me offers AI-powered, personalized feedback on student assignments, helping improve motivation and academic success. Get instant guidance aligned with your assignment criteria.

• Freemium
• From 4$

Monterey AI (now Reforge Insight Analytics) enables product teams to gain actionable customer insights by aggregating and analyzing feedback. It integrates with existing tools for seamless workflow integration.

• Contact for Pricing

Talksprout is an AI-powered widget and platform that simplifies customer feedback collection and analysis. It provides actionable insights to enhance customer satisfaction.

• Paid
• From 7$

RevAI is an AI-powered platform that analyzes customer reviews and feedback using natural language processing to extract meaningful insights, identify trends, and perform sentiment analysis.

• Freemium
• From 10$

feedAIback uses AI-driven conversations to gather user feedback, providing deep insights to improve products, reduce churn, and accelerate growth.

• Freemium

Keep My Idea is a tool for entrepreneurs and app makers that helps organize, refine, and validate project ideas using AI and user feedback.

• Pay Once