RedditPulse
A dashboard that monitors specific subreddits for recurring pain points, auto-generates trend reports, and suggests SaaS ideas based on frequency and urgency of complaints.
The problem
Reddit contains thousands of unstructured pain points daily, but no tool aggregates them into actionable SaaS ideas with urgency scoring[1][2]
Proposed solution
Real-time subreddit monitor that uses NLP to detect complaint patterns, scores them by frequency + urgency, and outputs idea briefs with target audience and MVP features
Target audience
Product managers and indie hackers who want real-time market signals from Reddit
Key features
- Custom subreddit list manager
- Real-time complaint detection with NLP
- Urgency + frequency scoring algorithm
- Auto-generated idea briefs with audience/MVP
- Weekly trend report PDF export
Monetization strategy
$39/month for 5 subreddits; $99/month for unlimited + API access
Skills to build it
- Reddit API (PRAW)
- NLP (transformers for complaint detection)
- Python backend
- React dashboard
- PostgreSQL for trend storage
An idea is a starting point for research. Validate customer demand before building.