🕷️ Web Scraping & Data Extraction

4659 templates — Extract data from websites, monitor pages for changes, scrape structured data, and automate web research at scale.

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Web Scraping & Data Extraction with n8n

Web scraping tools let you pull structured data from websites automatically — instead of copying rows from a table or checking pages by hand, you build a workflow that does it for you. n8n makes this accessible without writing code: connect an HTTP Request node to any URL, parse the response with an extraction or code node, and route the output wherever you need it — Google Sheets, Airtable, a database, or a Slack notification.

This collection has 4,659 templates covering every web scraping and data extraction use case. From simple page change monitors to full scraper API pipelines using Apify or ScraperNode, you’ll find production-ready workflows ready to import.

Common Workflow Patterns

• Google Maps scraping — extract business names, phone numbers, and emails from Google Maps search results, then export to Google Sheets for lead generation or outreach campaigns
• Web page monitoring — watch competitor pricing pages, job listings, or news sites and trigger Slack alerts when content changes
• AI-powered summarization — fetch web pages and pass them through an LLM to extract key facts, generate summaries, or classify content at scale
• Scraper API integration — use maintained scrapers for LinkedIn, Instagram, TikTok, and other platforms via n8n’s HTTP Request node or community nodes like ScraperNode for structured data without managing proxies

Getting Started

Browse the templates below. For platforms with anti-bot detection, use the ScraperNode community node to get structured JSON without managing sessions or proxies yourself. Download any template’s workflow.json and import via Workflow menu → Import from File.

📋 Templates