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About PITA

Discover app painpoints before your competitors

Our Mission

PITA helps indie hackers, founders, product managers, and VCs identify critical user painpoints across Reddit and app stores. We turn your competitors' user complaints into actionable product insights.

How It Works

1. Data Collection

We continuously monitor Reddit subreddits and app store reviews, collecting user feedback in real-time. Our collectors filter by keywords and track sources automatically.

2. Complaint Extraction

Using AI, we extract structured complaints from raw text, identifying severity, category, and sentiment. Each complaint is linked to its original source for verification.

3. Theme Discovery

Complaints are automatically grouped into themes using similarity matching. Themes track volume, velocity, and severity to help you prioritize what to build next.

4. Actionable Insights

Weekly digests summarize top themes with “what to build” recommendations. Our dashboard lets you explore themes, view complaint quotes, and track trends over time.

Key Features

Real-Time Monitoring

24/7 scanning across Reddit, App Store, and more. Never miss a critical painpoint.

AI-Powered Extraction

Automatically extract structured complaints with severity, category, and sentiment.

Smart Theme Grouping

Similarity-based theme assignment with automatic creation of new themes.

Weekly Digests

Get email or webhook summaries of top themes with actionable recommendations.

Source Tracking

Every complaint links back to its original source for verification and context.

Clean Dashboard

Simple, straightforward reporting. No clutter, just the insights you need.

Technology

Built With

  • Next.js 14 with App Router
  • TypeScript monorepo with Bun
  • PostgreSQL with pgvector for embeddings
  • Prisma for database management
  • OpenAI for complaint extraction and theme generation
  • Reddit & App Store APIs for data collection

Ready to Discover Painpoints?

Be the first to know when PITA launches. Join the waitlist to get early access.

Join Waitlist