PainPoints.fast is an intelligence engine that validates SaaS ideas by analyzing real customer complaints and conversations across multiple online platforms. It helps founders determine market demand before committing resources to development by scanning public discussions for genuine user pain points.

The platform monitors, aggregates, and analyzes millions of data points from 12+ industry sources including Reddit, Twitter (X), G2/Capterra, Product Hunt, Hacker News, YouTube, and App Store reviews. It processes 2.5M+ real-time comments with smart filtering that removes spam and bots. The system understands natural language, grouping similar complaints like "slow" and "laggy" into single pain points.

The intelligence engine works through a four-step process: users enter their SaaS idea, the system scans conversations for repeated pain and willingness to pay, analyzes the data for severity and frequency, and provides a clear Build/Consider/Skip verdict. It generates a 0-100 Validation Score combining pain frequency, market gap, demand signals, and willingness to pay.

The platform provides actionable insights including real quotes showing user frustration and willingness to pay, competitor signals, and market analysis. It helps founders avoid building features nobody wants by providing evidence-based validation rather than assumptions.

PainPoints.fast includes an AI assistant that provides instant, contextual answers about analysis reports. Subscribers get weekly email updates with new pain points, fresh comments, and market shifts as the system continuously scans all sources. The platform offers one-click sharing of professional reports and PDF export capabilities.