← All projects

AppRoast

Discover why users hate any app with AI-powered review analysis.

AI Toolsapp-storereview-analysiscompetitor-intelligenceproduct-feedbackmobileai-insightsuser-research
AppRoast screenshot

About

AppRoast is an AI-powered tool that analyzes real App Store and Google Play reviews to surface why users dislike a given app. It fetches recent reviews, processes them with Claude AI, and delivers a structured report covering complaints, praised features, quick wins for developers, and platform sentiment breakdowns. The free tier requires no signup and provides instant results based on a sample of reviews.

Problem

Manually reading app store reviews is time-consuming and makes it hard to identify recurring patterns or actionable insights.

For

indie developers, founders, and product managers

How it works

Users search for any app by name, select the target app and platform, and AppRoast fetches real reviews via SerpAPI then uses Claude AI to generate a structured analysis report.

Business model

freemium

Status

waitlist

Similar projects