AI-Powered Amazon Competitor Review Analysis
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Automate competitor insights by scraping Amazon product reviews, storing them in Google Sheets, and leveraging AI for intelligent summarization. This workflow provides a seamless solution to stay ahead of the competition and inform your product strategy with real-time customer feedback.
About This Workflow
Gain an unparalleled competitive edge with this powerful n8n workflow designed for comprehensive Amazon product review analysis. It seamlessly integrates Bright Data for robust web scraping, automatically pulling crucial customer feedback from competitor product pages. All collected data is then neatly organized and stored in a Google Sheet, providing a centralized repository. The magic happens with OpenAI, which intelligently summarizes recent reviews, helping you quickly discern trends, common pain points, and opportunities. Elevate your market intelligence, refine your product development, and react swiftly to market changes by understanding what customers truly think.
Key Features
- Automated Amazon Review Scraping: Effortlessly extract product reviews from Amazon using Bright Data, capturing valuable customer feedback.
- AI-Powered Review Summarization: Utilize OpenAI's GPT-4o-mini to generate concise, actionable summaries of recent reviews, highlighting key themes and sentiments.
- Centralized Data Storage: Automatically store all scraped reviews and their details (title, text, rating, reviewer, date) into a structured Google Sheet for easy access and further analysis.
- Real-time Progress Monitoring: Track the status of your scraping jobs with Bright Data's API integration, ensuring data collection is on track.
- Customizable AI Prompts: Adjust the OpenAI prompt to tailor the review summarization for specific insights relevant to your business needs.
How To Use
- Obtain API Keys: Get your Bright Data API key and replace
<YOUR_BRIGHT_DATA_API_KEY>in the "HTTP Request- Post API call to Bright Data" and "Snapshot Progress" nodes. Also, ensure your OpenAI credentials are set up. - Prepare Google Sheet: Click here to get the Google Sheets template, make a copy, and add its URL to the "Google Sheets - Adding All Reviews" node.
- Specify Amazon Product URLs: Add the Amazon product links for your competitors or target products. This can be done via a preceding node (e.g., a Google Sheets read node, a manual trigger, or a webhook).
- Customize AI Prompt: Adjust the prompt in the "OpenAI Chat Model" node (as guided by "Sticky Note4") to fine-tune how the reviews are summarized or analyzed to match your specific requirements.
- Execute Workflow: Run the workflow to automatically trigger scraping, poll for completion, retrieve data, store it, and generate AI-powered summaries.
Apps Used
Workflow JSON
{
"id": "9345c5b2-b43c-4c3f-a226-5bda644fc731",
"name": "AI-Powered Amazon Competitor Review Analysis",
"nodes": 15,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 9345c5b2-b43c...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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