Scrape and summarize webpages with AI

n8n template #1951

Summary

This workflow integrates both web scraping and NLP functionalities. It uses HTML parsing to extract links, 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.

How to set it up

Open template #1951 on n8n.io and click Use for free, or copy the template JSON and paste it onto an empty canvas in n8n.
Create a credential under Credentials → Add credential: OpenAI Chat Model. Then open each of those nodes and pick the credential.
Check the model in the OpenAI Chat Model node. The template may point at a model your account can't use; swap it for one you have access to.
Click Execute workflow and step through each node's output to confirm the data looks right.
Toggle the workflow to Active so its trigger runs on its own.

Hand off to your agent

Prompt

Help me set up the n8n workflow "Scrape and summarize webpages with AI" (https://n8n.io/workflows/1951). It uses: HTTP Request, HTML, Summarization Chain, OpenAI Chat Model, Recursive Character Text Splitter, Default Data Loader. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.

Paste into Claude Code and it will do the rest.

Apps and nodes

HTTP Request HTML Summarization Chain OpenAI Chat Model Recursive Character Text Splitter Default Data Loader

Questions

Yes. n8n Team published it free on n8n.io as a verified creator, and it has 292K views. It runs on n8n Cloud or a self-hosted n8n instance.

OpenAI Chat Model. The other 5 nodes are built into n8n.

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