Best tools to automate feedback categorization in 2025

1Flow

Collects real-time user feedback for product improvement.

LocalBoss

Manage and respond to Google Maps reviews with ease.

Deepform

Feedback management solution for insightful product development.

ClientZen

Automated analysis of customer feedback for actionable insights.

Feedbase

Collect and analyze customer feedback with an easy-to-use widget.

Kai

Analyze healthcare conversations for actionable insights and improved care.

Four/Four

Real-time analysis of customer interactions for smarter business decisions.

Feedback navigator

Analyze customer feedback efficiently with intelligent insights.

Unwrap

AI-driven customer feedback analysis for informed business decisions.

ThumbsUp

User feedback collection made simple and insightful.

Waveform.ai

A system for gathering and analyzing customer feedback.

Kraftful

Automated feedback analysis for product development teams.

Prelaunch

Validate product ideas by connecting with interested customers.

Remesh

Quickly gather insights through live discussions and surveys.

Spokk

A quick feedback collection tool that generates customer reviews.

Idiomatic

Analyze customer feedback with AI for actionable insights.

ReviewReply

Automated response management for online customer reviews.

VocAI

AI-driven insights for understanding customer interactions.

AskToSell

AI-driven insights for customer success and engagement.

RevealAI

Gather deep audience insights through engaging conversational surveys.

MonkeyLearn

Transforms feedback into actionable insights for organizations.

ApyHub

Analyze app reviews for customer insights and product improvement.

RoboReply

Automated review management for improved local visibility.

Octane AI

Instantly analyze customer feedback for insights and trends.

Subscription + from $50/m
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BetterFeedback

Dynamic feedback collection through engaging AI conversations.