Automate Amazon Bestseller Electronic Data Extraction with AI
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This workflow automates the extraction of Amazon's best-selling electronic product information using Bright Data for reliable web scraping and Google Gemini for advanced AI-powered data structuring. It transforms raw web data into clean, actionable JSON for market analysis and competitive intelligence.
About This Workflow
Unlock the power of real-time market insights with this robust n8n workflow designed to scrape Amazon's best-selling electronics. Leveraging Bright Data's powerful web unlocking capabilities, it bypasses complex anti-scraping measures to fetch raw product listings. The extracted content is then fed into Google Gemini (Flash Exp model) via n8n's Langchain integration, which intelligently processes the unstructured data. Using a predefined JSON schema, the workflow precisely extracts key details like product rank, title, images, ratings, offers, and URLs, providing you with a clean, structured dataset for analysis, competitive benchmarking, or product catalog enrichment.
Key Features
- Automated Amazon Bestseller Scraping: Reliably extracts data from Amazon's bestsellers list using Bright Data's advanced web unlocking.
- AI-Powered Data Structuring: Utilizes Google Gemini's advanced capabilities for intelligent information extraction, transforming raw HTML into a defined JSON structure.
- Customizable Target URLs: Easily configure the Amazon category or bestsellers page you wish to monitor by updating a single URL.
- Detailed Product Data: Extracts crucial fields including product rank, title, image, rating (stars and total ratings), offer details, and direct product URLs.
- Flexible Output Delivery: Sends the structured data to any webhook endpoint for seamless integration with databases, analytics tools, or notification systems.
How To Use
- Start the Workflow: Click on the 'Test workflow' node to manually initiate the data extraction process.
- Configure Amazon URL and Bright Data Zone: Locate the 'Set Amazon URL with the Bright Data Zone' node. Update the
urlvalue to your desired Amazon bestsellers page and ensure thezonematches your Bright Data setup. - Set up Bright Data Credentials: Provide your Bright Data API key as an HTTP Header Auth credential for the 'HTTP Request to fetch the Amazon Best Seller Products' node.
- Configure Google Gemini Credentials: Input your Google Gemini (or PaLM) API key into the credentials for the 'Google Gemini Chat Model' node.
- Update Webhook Notifier: In the 'Webhook Notifier for structured data extractor' node, replace the placeholder URL with your actual webhook endpoint where you want to receive the structured Amazon data.
- Activate and Test: Activate the workflow and run a test to ensure all data is extracted and delivered correctly to your specified webhook.
Apps Used
Workflow JSON
{
"id": "eb089a83-e850-4e70-9344-3acaf2a98da0",
"name": "Automate Amazon Bestseller Electronic Data Extraction with AI",
"nodes": 26,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: eb089a83-e850...
About the Author
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