Amazon Product Search Scraper with BrightData, GPT-4, and Google Sheets

n8n template #3901

Summary

This workflow automates web scraping of Amazon search result pages by retrieving raw HTML, cleaning it to retain only the relevant product elements, and then using an LLM to extract structured product data (name, description, rating, reviews, and price), before saving the results back to Google Sheets. It integrates Google Sheets to supply and collect URLs, BrightData to fetch page HTML, a custom n8n Function node to sanitize the HTML, LangChain (OpenRouter GPT-4) to parse product details, and Google Sheets again to store the output. URL to scape . Result Who Needs Amazon Search Result Scraping? This scraping workflow is ideal for teams and businesses that need to monitor Amazon product list

How to set it up

Open template #3901 on n8n.io and click Use for free, or copy the template JSON and paste it onto an empty canvas in n8n.
Create 2 credentials under Credentials → Add credential: Google Sheets, OpenRouter Chat Model. Then open each of those nodes and pick the credential.
Check the model in the OpenRouter 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 "Amazon Product Search Scraper with BrightData, GPT-4, and Google Sheets" (https://n8n.io/workflows/3901). It uses: Google Sheets, HTTP Request, Code, Basic LLM Chain, Structured Output Parser, OpenRouter Chat Model. 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

Google Sheets HTTP Request Code Basic LLM Chain Structured Output Parser OpenRouter Chat Model

Questions

Yes. phil published it free on n8n.io as a verified creator, and it has 11K views. It runs on n8n Cloud or a self-hosted n8n instance.

Google Sheets, OpenRouter Chat Model. The other 4 nodes are built into n8n.

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