Web research summarizer with Decodo Scraper and Google Gemini AI

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Built by Kevin Meneses Kevin Meneses
Created on June 11, 2026

Description

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

Nodes Used (4)

AI Agent
@n8n/n8n-nodes-langchain.agent
Code
n8n-nodes-base.code
Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini
Google Sheets
n8n-nodes-base.googleSheets