Amazon Best-Seller Scraper Automation (Bright Data + n8n + Google Sheets)

If you’ve ever wished you could scrape Amazon Best Sellers automatically and send clean data straight into Google Sheets + Slack without lifting a finger… this automation does exactly that.

This Amazon Best-Seller Scraper Automation is a complete n8n workflow designed to fetch the top-ranking products from Amazon using Bright Data, extract structured data using AI extraction, and store everything neatly in Google Sheets — updated daily or on-demand.

Perfect for:

• Affiliate marketers

• E-commerce store owners

• Market research agencies

• Dropshippers

• Automation builders

• Anyone who needs real-time Amazon insights

What This Automation Does

1. Auto-scrapes Amazon Best Sellers

Uses Bright Data (Web Unlocker Zone) to fetch the HTML of Amazon’s bestselling electronics page.

2. Cleans the HTML for AI processing

A custom JavaScript Code node extracts only the relevant HTML section for clean input.

3. Extracts structured Amazon product data using AI

The workflow uses LangChain’s Structured Data Extractor to capture:

• Rank

• Product Title

• Ratings

• Total Reviews

• Offer Price

• Product URL

• Image URL

• Any other required fields

4. Summarizes data using OpenAI

An AI node generates a neat summary for Slack, ready to share with your team.

5. Auto-updates Google Sheets

The workflow writes every product into a connected Google Sheet with rank-based upsert logic to avoid duplicates.

6. Sends clean results to Slack automatically

Team members get real-time updates of the top 10 products.

7. Can run automatically every day

A Schedule Trigger allows the scraper to refresh Amazon data on autopilot.

Why It’s Powerful

✔ No manual scraping

✔ No copying/pasting Amazon data

✔ Fully automated daily insights

✔ AI-powered product extraction

✔ Perfect for research & affiliate marketing

✔ Clean Google Sheets dashboard

✔ Slack notifications for your team

✔ Built using real agency-grade architecture

What You Get

A complete n8n automation including:

• Bright Data integration

• HTML cleanup logic

• AI-powered data extractor

• OpenAI summary generator

• Google Sheets upsert logic

• Slack notifications

• Manual + Scheduled trigger modes

• Fully structured workflow compatible with scaling

If you want automation that literally monitors Amazon for you, extracts real-time product data, and saves hours of research daily — this is it.