Extract Clean Web Content with Anti-Bot Fallback for AI Agents & Workflows
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This workflow contains community nodes that are only compatible with the self-hosted version of n8n.
Clean Web Content Extraction with Anti-Bot Fallback
Extract clean and structured text from any webpage with optional fallback to an anti-bot scraping service. Ideal for AI tools and content workflows.
🧠 How it Works
This sub-workflow enables reliable and clean scraping of any public webpage by simply passing a url parameter. It is designed to be embedded into other workflows or used as a tool for AI agents.
It supports two output modes:
- fulltext:
true— returns { title, text } with full page content - fulltext:
false— returns { title, url, content } with a short excerpt
💡 If the site is protected by anti-bot systems (like Cloudflare), it will automatically fallback to Scrape.do, a scraping API with a generous free plan.
🧩 This template requires the n8n-nodes-webpage-content-extractor community node, so it only works in self-hosted n8n environments.
🚀 Use Cases
- As a reusable sub-workflow, via Execute Sub-workflow node.
- As a tool for an AI Agent, compatible with Call n8n Workflow Tool.
Perfect for chatbots, summarization workflows, or RSS/feed enrichment. Empowers your AI Agent with the ability to browse and extract readable content from websites automatically.
🔖 Parameters
url(string): the webpage URL to scrapefulltext(boolean): settruefor full page content,falsefor summarized output
⚙️ Setup
- Install the community node n8n-nodes-webpage-content-extractor in your self-hosted n8n instance.
- Create a free account at Scrape.do and obtain your API Token.
- In the workflow, locate the Scrape.do HTTP Request node and configure the credentials using your API Token.
- Detailed step-by-step instructions are available in the workflow notes.
The Scrape.do API is only used as a fallback when conventional scraping fails, helping you preserve your API credits.