AI-Powered Demand Mining Platform

Discover Real Needs
From User Reviews

AppInsight uses AI to automatically analyze thousands of app reviews β€” extracting pain points, clustering requirements, and ranking priorities. Helping product managers and entrepreneurs find the next big opportunity from real user voices.

Six Steps to Actionable Insights

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Smart Crawling

Automatically fetch reviews from App Store and Google Play at scale.

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Data Cleaning

Deduplicate, filter spam, detect languages β€” ensure high-quality data.

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Pain Point Extraction

AI-powered deep analysis to pinpoint core pain points from user complaints.

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Requirement Clustering

Semantic clustering groups scattered feedback into clear demand patterns.

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Priority Scoring

Multi-dimensional scoring tells you what to build first for maximum impact.

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Auto Reports

One-click Markdown and PDF insight reports, ready to share.

How It Works

1

Enter App Name

2

AI Analyzes Reviews

3

Get Insight Report

Team

Z

Zhang San

Founder & CEO

Former ByteDance PM, 10 years in mobile internet

L

Li Si

CTO

Former Alibaba Cloud senior engineer, AI infra expert

W

Wang Wu

Head of Product

Serial entrepreneur, focused on user need research

Z

Zhao Liu

AI Engineer

PhD in NLP, LLM application specialist

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