8/25/2025

Scrape Multiple URLs into Google Sheets in n8n (TUTORIAL)

In this n8n web scraping tutorial I’ll show you how to build a super simple n8n web scraping workflow and use it to scrape multiple URLs from Amazon into Google Sheets!

Step #0 Preparation

Create a Google Sheet with a structure that includes a dedicated column for the multiple URLs you are about to scrape, and additional columns for each data point you want to extract.

⬇️ Check how it's done on VIDEO below ⬇️

Step #1 Input (Get multiple URLs from Google Sheet)

Install the Google Sheets app.
Select the Get Row action from the list.
Set up this action as shown in the video above.

Step #2 Scraping (Scrape data from multiple URLs)

Setup AI Scraper: Check how to do it properly in Dedicated AI Scraper Manual
ℹ️ Prompting: One of the most important things in n8n AI web scraping is prompting. We recommend checking our Prompting Tutorial

Step #3 Output (Put data into the Google Sheet)

Pick the Google Sheets app.
Select the Update Row action from the list.
Set up this action as shown in the video above.

What else you can do with AI Scraper by Parsera in n8n:

Besides n8n web scraping via API or features such as n8n HTML content parsing, I'd like to focus here on using AI-generated scrapers for n8n web scraping:

🤖 Scrape a Website with a Scraper generated by Parsera Scraping Agent

The coolest part is that with the AI Scraper by Parsera, you can not only ask it to scrape specific data but also instruct it to generate a scraping code/script - in other words, a ready-to-use in n8n scraper.
Normally, you would have to hire a developer for this, but now it can be done in just a few minutes and a few clicks.
This makes AI Scraper perfect for scaling n8n web scraping pipelines for example:
- Scrape 5,000 product pages of sneakers on www.ebay.com
- Scrape events on www.meetup.com every 24 hours
Both of these cases involve scraping the same type of data from pages with exactly the same layout. There’s no need to run an LLM for every page when you can simply use it once, by asking our Scraping Agent to generate a Web Scraper.

How to get and use a Generated Scraper

The scraper itself must be created separately before it can be used in n8n. It can be done via parsera.org OR Parsera API.
Learn Why and How to create Agent in Scraping Agent Manual.
Setup Generated Scraper in n8n. Use this n8n MANUAL and scroll to scraping agent section.