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Web Research Summarizer with Decodo Scraper, Google Gemini AI & Sheets Integration

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Created by: Kevin Meneses  || pythonia-kevin

Kevin Meneses

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Last update a day ago

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How it works

This workflow takes a list of links from Google Sheets, visits each page, extracts the main text using Decodo, and creates a summary with the help of artificial intelligence.
It helps you turn research articles or web pages into clear, structured insights you can reuse for your projects, content ideas, or newsletters.

Input: A Google Sheet named input with one column called url.
Output: Another Google Sheet named output, where all the processed data is stored:

  • URL: original article link
  • Title: article title
  • Source: website or domain
  • Published Date: publication date (if found)
  • Main Topic: main theme of the article
  • Key Ideas: three main takeaways or insights
  • Summary: short text summary
  • Text Type: type of content (e.g., article, blog, research paper)

Setup steps

  1. Connect your Google Sheets account.
  2. Add your links to the input sheet.
  3. In the Decodo node, insert your API key.
  4. Configure the AI model (for example, Gemini).
  5. Run the workflow and check the results in the output sheet.