Top feedback analysis 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

Eazy Response helps businesses understand user needs and drive growth by gathering and analyzing user feedback with simple, customizable quizzes and AI-powered analytics.

• Paid
• From 25$

Productbot AI automates feedback collection and analysis to highlight impactful customer requests, enabling businesses to launch standout products. It streamlines product discovery and enhances decision-making.

• Paid
• From 1000$

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

• Paid
• From 1180$

MagicLoop is an innovative voice-based survey platform that transforms traditional surveys by enabling voice responses for richer, more detailed feedback and higher engagement rates.

• Freemium
• From 25$

Holo Habitat Time Machine is an AI-powered platform that streamlines urban development by facilitating community feedback and visualizing project progress.

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ChainFuse uses Gen AI to track customer feedback trends, provide critical alerts, and deliver weekly insights, helping businesses minimize churn and enhance user satisfaction.

• Freemium
• From 24$

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

• Freemium

Umbrellabird is an AI tool that automates the analysis and synthesis of user interview recordings. It extracts insights and generates product documents to accelerate decision-making.

• Free Trial
• From 100$

Innerview is an AI-powered research analysis platform that transforms user interviews into actionable insights through automated analysis, transcription, and synthesis tools, helping product teams make data-driven decisions faster.

• Free Trial

Miro Insights (formerly Cardinal) automatically extracts and analyzes user feedback from various sources using AI, helping product teams prioritize features and make informed decisions.

• Free Trial
• From 20$

Blix is an AI-powered text analysis tool that automates the coding and analysis of open-ended survey responses and online reviews to generate actionable business insights.

• Free Trial

Octoparse CEM is a unified platform that aggregates customer interactions from various channels and uses AI to transform feedback into actionable insights. It enables businesses to improve customer experience and drive sustainable growth.

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Rezon8AI is an AI-powered reputation management platform that helps businesses collect, analyze, and manage customer reviews while providing actionable insights for improvement. The platform filters feedback and generates strategic action plans to enhance customer experience.

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TheLoops is an AI-powered platform designed to enhance CX operations by empowering teams, containing costs, and delivering measurable business outcomes.

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Kraftful is an AI-powered platform that analyzes user feedback from multiple sources to provide actionable product insights, featuring patent-pending hallucination detection technology and multilingual support.

• Freemium
• From 15$

Yonder HQ is a specialized AI platform offering chatbot and review management solutions designed specifically for tourism businesses, helping them automate operations and enhance customer experiences 24/7.

• Usage Based
• From 75$

Portals.co is an AI-powered customer feedback platform that uses intelligent popups and forms to collect and analyze user feedback, simulating personalized customer interviews.

• Free Trial
• From 30$

TrustLoop is an AI-powered reputation management tool for tech companies, designed to increase positive reviews on platforms like TrustPilot and G2 by intelligently routing satisfied customers.

• Free Trial
• From 27$

Enterpret is a customer feedback intelligence platform that automatically unifies and categorizes feedback to capture the Voice of the Customer, helping companies build products customers love and drive revenue.

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Revuze is an AI-powered, 360° Voice of Customer platform transforming consumer feedback into actionable insights for marketing, product development, and eCommerce.

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Canvs AI is an advanced text analysis platform that helps teams unlock deep insights from unstructured feedback using AI-powered analysis. It specializes in processing open-ended responses, reviews, and social data to deliver actionable business intelligence.

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Feedback Rivers is a customer feedback platform that combines all your feedback sources. Analyze and act on feedback to improve your product and customer experience.

• Paid
• From 49$

Qvantify is an AI-powered interview platform that automates customer feedback collection through deep, conversational interviews, supporting multiple languages and providing rich qualitative insights at scale.

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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.

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Survicate is a customer feedback platform that enables businesses to collect and analyze feedback across the entire customer journey. It offers AI-powered analysis and integrates with various tools.

• Freemium
• From 99$

Feeedbackr allows you to collect and analyze user feedback by embedding a simple button in your app. Focus on building the features that matter most to your users.

• Paid
• From 9$

FeedLens is an AI-powered app review management platform that helps teams extract insights, automatically respond to reviews, and analyze user feedback from mobile app stores. It offers comprehensive analytics and competitor tracking capabilities.

• Freemium
• From 30$

RetroTeam is an AI-powered retrospective tool designed to help high-performing teams identify strengths, weaknesses, and group feedback for efficient action planning and continuous improvement.

• Freemium
• From 10$

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.

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Dovetail is an AI-powered customer insights platform that transforms customer conversations, documents, and feedback into actionable insights through automated analysis and real-time collaboration.

• Freemium
• From 29$

REVIEWS.io AI is a comprehensive review management platform that leverages artificial intelligence to generate quick responses, analyze review data, and provide actionable insights for businesses.

• Free

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$

UserCall offers AI-powered voice interviews that provide 10x deeper customer insights than traditional surveys, using smart AI agents trained in UX research methods to conduct automated user interviews with intelligent follow-up questions.

• Paid
• From 69$

Seven24 automates personalized email campaigns to convert free subscribers into paying ones, utilizing AI to gather and analyze subscriber data.

• Paid
• From 8$

Lancey is an AI-powered product management platform that transforms unstructured product feedback into actionable insights, helping teams build successful products through automated data processing and analysis.

• Paid
• From 500$

Collectif automates product discovery by providing continuous insights into user needs and struggles. It analyzes data from various sources like support tickets, NPS, sales calls, and interviews.

• Free

Mindlake.ai is an AI-powered platform that automatically organizes and analyzes customer conversation data across multiple channels, providing insights on trends, sentiment, and churn prediction.

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Unlock actionable insights from customer feedback and competitor reviews with the AI-driven analysis platform Essense, and refine your product and marketing strategies.

• Freemium

Sentavis is an AI-powered sentiment analysis platform that aggregates and analyzes customer feedback across multiple platforms to provide actionable business insights and recommendations.

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FindOurView is an AI-powered platform that analyzes interview transcripts, evaluates hypotheses, and facilitates team collaboration through chat-based insights, enabling efficient customer discovery and decision-making.

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Userlens combines product analytics and customer feedback analysis, offering B2B SaaS companies insights into user behavior, engagement, and churn risk.

• Paid
• From 200$

ThoughtfulGPT is an AI-First Platform designed for Leadership, Talent, and People Ops Teams to optimize multiple stages of the employee journey—from sourcing and interviewing to goal setting, growth tracking, and team development.

• Freemium