E-commerce Review Scraper 🛍️⭐

Extract and analyze product reviews from major e-commerce platforms with built-in sentiment analysis and competitive intelligence features.

🚀 Supported Platforms

• Amazon - Product reviews with verified purchase status
• eBay - Seller and product feedback
• Trustpilot - Business and service reviews
• Walmart - Product reviews and ratings
• Etsy - Handmade and vintage item reviews
• Generic Sites - Works with most review-based websites

📊 What You Get

Each review includes:

• Product Details: Name, ID, price, average rating, total reviews
• Review Content: Title, text, rating (1-5 stars)
• Reviewer Info: Name, verification status, helpful votes
• Metadata: Date posted, platform, review length
• Sentiment Analysis: Positive/Negative/Neutral classification
• Competitive Intel: Cross-platform comparison data

💼 Business Use Cases

E-commerce Sellers

• Monitor competitor product reviews
• Identify common complaints and improvement opportunities
• Track sentiment trends over time
• Find successful product features to replicate

Product Managers

• Analyze customer feedback at scale
• Identify feature requests and pain points
• Compare products across platforms
• Generate insights for product roadmaps

Marketing Agencies

• Create reputation management reports
• Monitor brand mentions and sentiment
• Identify influencer partnerships opportunities
• Generate content ideas from customer feedback

Market Researchers

• Analyze consumer behavior patterns
• Track industry trends and preferences
• Compare brands and products
• Generate market intelligence reports

🎯 Revenue Opportunities

For Agencies (B2B)

• Starter: $299/month - 5,000 reviews/month, 3 platforms
• Professional: $599/month - 25,000 reviews/month, all platforms
• Enterprise: $1,199/month - Unlimited reviews + API access

For Individual Sellers (B2C)

• Basic: $49/month - 1,000 reviews/month, basic sentiment
• Growth: $99/month - 5,000 reviews/month, advanced analytics
• Pro: $199/month - 15,000 reviews/month, competitor tracking

⚡ Key Features

Smart Extraction

• Platform-specific selectors for maximum accuracy
• Handles dynamic loading and pagination
• Extracts verified purchase indicators
• Captures helpful votes and review images

Advanced Analytics

• Built-in sentiment analysis
• Review quality scoring
• Trend detection over time
• Cross-platform sentiment comparison

Anti-Detection

• Residential proxy rotation
• Human-like browsing patterns
• Rate limiting and delays
• Session management

Export Options

• JSON, CSV, Excel formats
• Real-time data streaming
• Webhook notifications
• API integration ready

🛠️ Setup Instructions

Amazon Reviews Example:

https://www.amazon.com/dp/B08N5WRWNW
https://www.amazon.com/product-reviews/B08N5WRWNW

Trustpilot Reviews Example:

https://www.trustpilot.com/review/shopify.com
https://www.trustpilot.com/review/amazon.com

eBay Reviews Example:

https://www.ebay.com/itm/123456789
https://www.ebay.com/usr/seller-name

Configuration Options

• Max Reviews Per Product: Control data volume and costs
• Rating Filters: Focus on specific rating ranges (1-5 stars)
• Sentiment Analysis: Enable/disable for performance optimization
• Proxy Settings: Choose between residential/datacenter proxies

📈 Sample Output

{
  "productName": "Wireless Bluetooth Headphones",
  "productId": "B08N5WRWNW",
  "productUrl": "https://amazon.com/dp/B08N5WRWNW",
  "productAverageRating": 4.3,
  "productTotalReviews": "2,847",
  "productPrice": "$79.99",
  "reviewRating": 5,
  "reviewTitle": "Amazing sound quality!",
  "reviewText": "These headphones exceeded my expectations...",
  "reviewerName": "John D.",
  "reviewDate": "2024-08-15",
  "isVerified": true,
  "helpfulVotes": "23 people found this helpful",
  "platform": "Amazon",
  "sentiment": "positive",
  "reviewLength": 247,
  "scrapedAt": "2024-08-24T18:30:00.000Z"
}

🔧 Advanced Configuration

Bulk Product Monitoring

Upload CSV files with product URLs for batch processing:

product_url,product_name,competitor
https://amazon.com/dp/ABC123,Competitor Product A,CompanyX
https://ebay.com/itm/XYZ789,Competitor Product B,CompanyY

Custom Sentiment Keywords

Configure industry-specific sentiment analysis:

{
  "positiveKeywords": ["durable", "reliable", "premium"],
  "negativeKeywords": ["cheap", "flimsy", "disappointing"]
}

Webhook Integration

Real-time notifications for new reviews:

{
  "webhookUrl": "https://your-app.com/webhook",
  "triggerOn": ["new_review", "negative_sentiment", "rating_drop"]
}

⚠️ Legal & Ethical Usage

Compliance Features

• Respects robots.txt files
• Implements rate limiting
• Uses legitimate proxy services
• Follows platform terms of service

Data Privacy

• GDPR compliant data handling
• Option to anonymize reviewer names
• Secure data transmission
• Automatic data retention policies

Best Practices

• Use for legitimate business purposes
• Don't overload servers with requests
• Respect intellectual property
• Follow data protection regulations

📊 Analytics Dashboard Ideas

Sentiment Trends

• Weekly/monthly sentiment changes
• Platform comparison charts
• Rating distribution graphs
• Competitor sentiment analysis

Review Volume Tracking

• New reviews per day/week
• Platform distribution
• Seasonal trends
• Competitor activity monitoring

Keyword Analysis

• Most mentioned features
• Common complaints
• Positive feedback themes
• Improvement suggestions

🚨 Troubleshooting

Common Issues:

Low extraction rate:

• Check if product URLs are correct
• Verify platform is supported
• Enable residential proxies
• Reduce concurrent requests

Blocked requests:

• Switch to residential proxies
• Reduce scraping speed
• Add random delays
• Use session rotation

Missing sentiment analysis:

• Check if feature is enabled
• Verify review text extraction
• Update sentiment keywords
• Check language settings

📞 Support & Updates

• Documentation: [Full API docs]
• Support Email: reviews@yourcompany.com
• Feature Requests: [GitHub Issues]
• Updates: Auto-deployed when platforms change

🔄 Version History

• v1.3: Added Etsy and Walmart support
• v1.2: Enhanced sentiment analysis accuracy
• v1.1: Added Trustpilot integration
• v1.0: Initial release with Amazon and eBay

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🎯 Getting Started

1. Add product URLs you want to monitor
2. Configure extraction settings (rating filters, max reviews)
3. Enable sentiment analysis for deeper insights
4. Run the scraper and download results
5. Set up monitoring for ongoing competitive intelligence

Start building your competitive advantage with comprehensive review analytics! 🚀