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Developer Tools · under review · Radar research lead

LeadRadar AI

By AppPortrait Radar · Published

A real-time alert system that scans niche communities like Reddit, forums, and Discord for high-intent SaaS lead posts and notifies indie founders instantly.

The problem

Founders repeatedly report difficulty finding high-intent leads in niche communities; manual scraping is inefficient and reactive [1]

Proposed solution

An AI-powered scraper that monitors specific subreddits, Discord channels, and forums for phrases like 'looking for a tool to...' or 'need help with...', then sends real-time alerts via email or Slack

Target audience

Indie SaaS founders and early-stage startups struggling with customer acquisition

Key features

  • Keyword and intent phrase detection across Reddit, Discord, and forums
  • Real-time Slack/email alerts with post context and user link
  • Customizable community filters (e.g., only r/IndieHackers or specific Discords)
  • Lead scoring based on post urgency and engagement
  • Exportable lead list with CSV/JSON
  • Daily trend report of top pain points

Monetization strategy

$29/month for 50 alerts, $79/month for unlimited + trend reports; free tier with 5 alerts/day

Skills to build it

  • Python or Node.js for scraping
  • NLP/intent classification (e.g., spaCy, Hugging Face)
  • Webhook integration (Slack, email)
  • Database design (PostgreSQL)
  • Frontend (React or Vue)
  • API rate limit handling

An idea is a starting point for research. Validate customer demand before building.

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