Top AI tools for # feedback analysis

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$

Supajar utilizes AI to search, analyze, and organize YouTube and TikTok comments efficiently. It helps users find relevant feedback and understand audience sentiment quickly.

• Freemium
• From 12$

Aneta utilizes AI agents and AI-powered surveys to enhance employee engagement, providing actionable insights for modern teams. It focuses on boosting collaboration, well-being, and performance through data-driven feedback and automation.

• Contact for Pricing

HappyPanda is an AI-powered tool that analyzes user feedback to identify hidden revenue opportunities and reduce churn. It helps businesses capture, analyze, and act on customer insights to improve retention.

• Freemium
• From 9$

Appzi is a customer feedback platform using AI to help businesses capture and analyze user insights through customizable website surveys and widgets.

• Freemium
• From 29$

SightMill is a customer experience platform designed to help businesses gather, analyze, and act on customer feedback through various survey methods like NPS, CSAT, and CES.

• Free Trial

Iterato is an AI-powered product manager designed to collect, analyze, and interact with customer feedback, providing actionable insights for product improvement. It replaces static surveys with dynamic, AI-driven conversations.

• Free Trial
• From 149$

Befront is an AI-driven platform offering tools for UX/UI design, usability testing, and feedback analysis to streamline the design process.

• Freemium
• From 29$

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

• Paid
• From 200$

Find Insight accelerates user research by automating interviews and delivering AI-driven insights, reducing the time and cost typically required for traditional methods.

• Paid
• From 33$

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$

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$

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$

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

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$

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

• Contact for Pricing

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$

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

Retro Rabbit helps teams run agile retrospectives with ease, providing AI-powered insights, automated pattern detection, and actionable task suggestions to foster continuous improvement and effective team collaboration.

• Free Trial
• From 30$

Conflux streamlines how software teams collect, organize, and act on customer feedback, enabling better product decision-making and user engagement.

• Paid
• From 11$

Stomio is an AI-driven beta management platform that enables B2B companies to efficiently engage testers, centralize feedback, and accelerate product development decisions.

• Paid
• From 200$

Butterfly is an AI-powered platform that delivers actionable insights and engagement tools to help frontline managers reduce turnover, boost productivity, and enhance employee well-being.

• Contact for Pricing

Shorter Loop is an AI-powered product management platform that helps teams discover customer insights, strategize effectively, and deliver winning features with confidence through integrated tools and continuous discovery.

• Freemium
• From 15$

ScrumDo is an enterprise agile management platform that combines workflow tools with Active Sensemaking to amplify collective team intelligence and drive organizational transformation.

• Contact for Pricing

Ready Feature is an AI-powered platform that automates product document generation by analyzing feedback and context to create PRDs, API docs, and other documents with citations and version control.

• Freemium
• From 21$

Dizora is an AI-powered tool that analyzes YouTube comments to provide creators with actionable insights, identifying viewer confusion, recurring questions, and momentum to guide content strategy.

• Other

SentiSum is an AI-powered Voice of Customer platform that unifies customer feedback from multiple channels to detect churn risks early and provide actionable insights for improving customer retention.

• Freemium
• From 1000$

Chisel is an AI-powered product management platform that helps teams build better and faster with agentic AI, offering tools for feedback analysis, roadmap management, and document creation.

• Freemium

GroSum is an AI-powered performance intelligence platform that transforms structured performance data from reviews, 360 feedback, and OKRs into actionable insights for leadership decision-making.

• Contact for Pricing

Starred is an AI-powered recruitment analytics platform that transforms candidate, recruiter, and hiring manager feedback into actionable insights to optimize hiring processes and improve candidate experience.

• Contact for Pricing

AnyRoad is an AI-powered experiential marketing platform that combines event management with consumer insights to drive loyalty and measurable impact across all consumer touchpoints.

• Contact for Pricing

Backsy.ai uses AI to analyze unstructured customer feedback from voice or text inputs, turning it into actionable insights with attribute scoring and transparent evidence.

• Freemium
• From 20$

Lane is an AI-powered product intelligence platform that helps B2B product teams collect, analyze, and prioritize customer feedback to make confident product decisions.

• Freemium
• From 49$

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.

• Contact for Pricing

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

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.

• Contact for Pricing

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

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$

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.

• Contact for Pricing

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$

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$

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

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$

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.

• Contact for Pricing

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

• Contact for Pricing

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$

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$

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.

• 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