Generate Reddit customer leads from a product URL with OpenAI and Firecrawl

Reddit Lead Generator - Frontend Integrated (Productized Version)

Overview Production-ready Reddit lead generation system with progressive data loading for optimal UX. This workflow integrates with a web frontend, sending results in real-time as they're processed instead of waiting for everything to complete.

Key Features

✅ Progressive Loading - Users see results as they come in (website analysis → keywords → conversations) ✅ 5 Response Stages - Data sent in batches for better UX ✅ Webhook Authentication - Secured with API key headers ✅ Frontend Ready - Built to work with the companion web app ✅ Real-Time Updates - No waiting for 2-minute batch processing

What This Workflow Does

1. Receives product URL from frontend via webhook 2. Immediately responds "processing started" 3. Analyzes website with Firecrawl → sends data to frontend 4. Generates 10 keywords with OpenAI → sends to frontend 5. Searches Reddit and filters conversations → sends in 3 batches 6. Frontend displays results progressively as they arrive

Response Flow

Stage 1: websiteanalysis - Product details, favicon, summary Stage 2: keywordsgenerated - All 10 keywords Stage 3: conversationspartial1 - First keyword results Stage 4: conversationspartial2 - Second keyword results Stage 5: conversationsfinal - Remaining keywords (3-10) in markdown