End-to-End Website Data Extraction Automation

End-to-End Website Data Extraction Automation with n8n This project demonstrates a complete website data extraction automation built with n8n. The workflow starts by fetching a website homepage, extracting all internal page URLs, looping through each page, collecting the page content, cleaning the extracted data, and combining everything into a final structured report.

The automation includes smart workflow control such as URL preservation, page-by-page looping, delay handling, content cleaning, aggregation, and final document updating. Instead of manually opening each page and copying content, the system automatically scans the website and prepares organized data that can be used for research, content audits, SEO review, lead generation, documentation, or AI knowledge-base preparation.

The goal was to create a reusable website scraping pipeline that can turn raw website pages into clean, structured information with minimal manual work.