Scrape & Summarize Webpages with AI

n8n Data Extraction AI Content Creation

Contributed by Sabrina Ramonov 🍄. From the community directory at agents.sabrina.dev, republished with permission and full credit.

This workflow integrates both web scraping and NLP functionalities. It uses HTML parsing to extract links and HTTP requests to fetch essay content, and AI-based summarization using GPT-4o.

It's an excellent example of an end-to-end automated task that is not only efficient but also provides real value by summarizing valuable content.

Note that to use this template, you need to be on n8n version 1.50.0 or later.

Tools used: HTML, OpenAI ChatGPT, AI Agent

Download the workflow template (JSON)

Original tutorial

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