AcademyWorkflowsData and reporting

Scrape and summarize webpages with AI

Marketing and research teams that want quick summaries of articles from a website.

Use it nowWant it running at your company?
  • Recommendedour rating
  • 291,546views on n8n

Use it now

Open inClaudeChatGPTGeminiPerplexity
Open on n8n.io ↗

Paste it straight onto an n8n canvas with Ctrl+V or Cmd+V.

Third party software. By copying, downloading or installing it you accept the Academy legal notice: you are responsible for reviewing its code and permissions before use.

scrape-and-summarize-webpages-with-ai.json

Loading the file...

What it does

An n8n workflow that scrapes web pages and summarizes them with AI. It parses HTML to extract links, fetches each essay with HTTP requests, splits the text and summarizes it with a GPT-4o chat model. It needs n8n version 1.50.0 or later.

Use cases

  1. 01Summarize a list of essays from one site
  2. 02Extract links from a page and fetch each article
  3. 03Build a reading digest from web content

Connects

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

Questions about
Scrape and summarize webpages with AI.

What is Scrape and summarize webpages with AI used for?

Marketing and research teams that want quick summaries of articles from a website. An n8n workflow that scrapes web pages and summarizes them with AI. It parses HTML to extract links, fetches each essay with HTTP requests, splits the text and summarizes it with a GPT-4o chat model. It needs n8n version 1.50.0 or later.

How do I import Scrape and summarize webpages with AI into n8n?

Copy the workflow JSON from this page and paste it onto the n8n canvas with Ctrl+V or Cmd+V. Then connect your credentials in each node.

Is Scrape and summarize webpages with AI safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.

Related resources

Read the guide: AI data analysts: ask your data ↗

  1. 001markitdownOperations and analyst teams that need to give reports, contracts and spreadsheets to an AI assistant as plain text.OfficialMCP server · ★ 189k
  2. 002XLSXFinance and data teams that build or update Excel models and reports and want them to recalculate correctly.OfficialSkill
  3. 003server-fetchMarketing and research teams that want an AI assistant to read and summarise public web pages.OfficialMCP server
  4. 004AI agent that can scrape webpagesOperations and research teams that want a chat agent able to read web pages and answer questions about their content.RecommendedWorkflow · 212k views
  5. 005Pull data from services without an n8n integrationOperations and data teams who need to connect n8n to a service that has no dedicated node.RecommendedWorkflow · 194k views
  6. 006AI Data Analyst Chatbot (n8n template)Data and business teams that want to ask questions about their spreadsheets or databases in a chat.RecommendedWorkflow · 134k views