AI-Driven Stack Overflow Developer Profile Scraper

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This sophisticated n8n workflow automates the process of scraping developer profiles from Stack Overflow and storing the data in Google Sheets. It begins with a manual trigger, allowing users to control when to start the process, and includes customizable input options for targeting specific forums or profiles. Leveraging AI, the workflow generates detailed scraper instructions, executes web scraping via Bright Data’s MCP platform, and intelligently parses the HTML content to extract user information such as name, location, reputation, and tags. The cleaned and structured data is then automatically saved to a Google Sheet for easy management and further analysis.

The workflow combines manual inputs, AI-powered instructions, advanced data extraction tools, and cloud-based storage solutions. It is particularly useful for developers, marketers, or researchers who need to efficiently gather and organize developer profiles from Stack Overflow without manual effort. Whether for lead generation, competitive analysis, or community research, this automation optimizes the process, saves time, and ensures high-quality data collection.

Node Count

11 – 20 Nodes

Nodes Used

@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmChatOpenAi, @n8n/n8n-nodes-langchain.memoryBufferWindow, @n8n/n8n-nodes-langchain.outputParserAutofixing, @n8n/n8n-nodes-langchain.outputParserStructured, code, googleSheets, manualTrigger, n8n-nodes-mcp.mcpClientTool, set, stickyNote

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