n8n Data Extraction Ecommerce AI
Contributed by Sabrina Ramonov 🍄. From the community directory at agents.sabrina.dev, republished with permission and full credit.
Who this is for?
Extract Amazon Best Seller Electronic Info is an automated workflow that extracts best seller data from Amazon's Electronics section using Bright Data Web Unlocker, transforms it into structured JSON using Google Gemini's LLM, and forwards a fully structured JSON response to a specified webhook for downstream use.
This workflow is tailored for:
- eCommerce Analysts
Who need to monitor Amazon best-seller trends in the Electronics category and track changes in real-time or on a schedule.
- Product Intelligence Teams
Who want structured insights on competitor offerings, including rankings, prices, ratings, and promotions.
- AI-powered Chatbot Developers
Who are building assistants capable of answering product-related queries with fresh, structured data from Amazon.
- Growth Hackers & Marketers
Looking to automate competitive research and surface trending product data to inform pricing strategies.
- Data Aggregators and Price Trackers
Who need reliable and smart scraping of Amazon data enriched with AI-driven parsing.
What problem is this workflow solving?
Keeping up with Amazon's best sellers in Electronics is a time-consuming, error-prone task when done manually. This workflow automates the process, ensuring:
- Automating Data Extraction from Amazon Best Sellers using Bright Data, ensuring reliable access to real-time, structured data.
- Enhancing Raw Data with Google Gemini, turning product lists into structured JSON using the Google Gemini LLM.
- Sending Results to a Webhook, enabling seamless integration into dashboards, databases, or chatbots.
What this workflow does
The workflow performs the following steps:
- Extracts Amazon Best Seller Electronics page info using Bright Data's Web Unlocker API.
- Processes the unstructured content using Google Gemini's Flash Exp model to extract structured product data.
- Sends the structured information to a webhook endpoint.
How to customize this workflow to your needs
This workflow is built to be flexible - whether you're a market researcher, e-commerce entrepreneur, or data analyst. Here's how you can adapt it to fit your specific use case:
- Change the Amazon Category
Update the Amazon URL with the topic of your interest such as Computers & Accessories, Home Audio, etc.
- Customize the Gemini Prompt
Update the Gemini prompt to get different styles of output, comparison tables, summaries, feature highlights, etc.
- Send Output to Other Destinations
Replace the Webhook URL to forward output to:
- Google Sheets
- Airtable
- Slack or Discord
- Custom API endpoints
Tools used: Bright Data, Google Gemini
Download the workflow template (JSON)
Want this running in your business? KOBA42 builds and operates automations like this one.