AI-Powered Reddit customer leads from a product URL with OpenAI and Firecrawl Generation

Workflow overview

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Useful for software delivery and engineering operations. Helpful for business development and pipeline building.

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 Receives product URL from frontend via webhook Immediately responds "processing started" Analyzes website with Firecrawl → sends data to frontend Generates 10 keywords with OpenAI → sends to frontend Searches Reddit and filters conversations → sends in 3 batches Frontend displays results progressively as they arrive Response Flow Stage 1: website_analysis - Product details, favicon, summary Stage 2: keywords_generated - All 10 keywords Stage 3: conversations_partial1 - First keyword results Stage 4: conversations_partial2 - Second keyword results Stage 5: conversations_final - Remaining keywords (3-10) in markdown Quick Setup Set Environment Variables in the "Set Environment Variables" node: BACKEND_API_URL - Your frontend API endpoint WEBHOOK_API_KEY - Your webhook security key Configure Credentials: Firecrawl API Reddit OAuth2 OpenAI API Deploy Frontend & Backend: Clone repo: https://github.com/juppfy/leads-gen Deploy frontend on Vercel Deploy backend on Railway Full instructions in the repo README Activate Workflow and update your frontend with the webhook URL Requirements AlekSystem (cloud or self-hosted) Firecrawl API key Reddit Developer Account OpenAI API key Frontend + Backend deployed (see GitHub repo) Resources 📖 Complete Setup Guide: https://bit.ly/mediumarticleredditworkflow 🎥 Video Tutorial: https://bit.ly/youtubetutorialredditworkflow 💻 GitHub Repo: https://github.com/juppfy/leads-gen Frontend Integration This workflow requires the companion web app to receive and display results. The frontend handles: User input and URL validation Real-time result display Conversation cards with pagination Request tracking by searchId Deploy instructions and complete code available in the GitHub repo above. Difference from Batch Version This Version (Frontend): Progressive data loading Real-time updates Production-ready UX Requires frontend deployment Batch Version: Single output at end No frontend needed Perfect for testing/scheduled runs Simpler setup Support Questions? Check the Medium article or YouTube tutorial first. Both have detailed setup instructions and troubleshooting tips.

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