Scrape Developer Profiles from Stack Overflow for Lead Generation with OpenAI & Bright Data

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Built by Yaron Been Yaron Been
Created on June 05, 2026

Description

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

This workflow automatically discovers and collects information about Stack Overflow user profiles for lead generation. It saves you time by eliminating the need to manually browse through developer profiles and provides a centralized database of potential leads with their technical expertise.

Overview

This workflow automatically scrapes Stack Overflow user profiles and extracts key information like developer names, locations, reputation scores, and technical tags. It uses Bright Data to access Stack Overflow without being blocked and AI to intelligently parse user data into structured format.

Tools Used

n8n**: The automation platform that orchestrates the workflow
Bright Data**: For scraping Stack Overflow user profiles without being blocked
OpenAI**: AI agent for intelligent data extraction and parsing
Google Sheets**: For storing and organizing lead information

How to Install

Import the Workflow: Download the .json file and import it into your n8n instance
Configure Bright Data: Add your Bright Data credentials to the MCP Client node
Set Up OpenAI: Configure your OpenAI API credentials
Configure Google Sheets: Connect your Google Sheets account and specify the target spreadsheet
Customize: Adjust the Stack Overflow URL and user criteria you want to target

Use Cases

Recruitment Teams**: Find developers with specific technical skills for hiring
Business Development**: Identify potential clients or partners in the tech industry
Sales Teams**: Build targeted outreach lists for developer-focused products
Research**: Gather data on developer communities and skill distributions

Connect with Me

Website**: https://www.nofluff.online
YouTube**: https://www.youtube.com/@YaronBeen/videos
LinkedIn**: https://www.linkedin.com/in/yaronbeen/
Get Bright Data**: https://get.brightdata.com/1tndi4600b25 (Using this link supports my free workflows with a small commission)

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Nodes Used (7)

AI Agent
@n8n/n8n-nodes-langchain.agent
Auto-fixing Output Parser
@n8n/n8n-nodes-langchain.outputParserAutofixing
Code
n8n-nodes-base.code
Google Sheets
n8n-nodes-base.googleSheets
OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi
Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow
Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured