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🛍️ Trending Products Scraper

An advanced Apify actor that scrapes trending products from TikTok Shop and viral e-commerce platforms, providing comprehensive analytics and real-time data about what's currently popular in social commerce.

🚀 Features

• 🎯 TikTok Shop Integration: Direct integration with TikTok Shop product data
• 📊 Real-time Analytics: Scrapes trending products with enhanced engagement metrics
• 🌍 Global Coverage: Support for US and UK markets
• ⏰ Flexible Time Periods: 1-30 days of historical data
• 🔍 Smart Search: Product search by trending categories
• 📈 Enhanced Metrics: Calculated engagement rates, GMV, and creator analytics
• 🛡️ Robust Error Handling: Built-in retry logic with exponential backoff
• ⚡ Rate Limiting: Respectful delays to avoid platform restrictions

📊 Data Output

Each product includes comprehensive analytics:

🏷️ Basic Information

• rank: Global product ranking (always starts from 1)
• product_id: Unique TikTok Shop product identifier
• name: Full product name
• price_display: Formatted price (e.g., "$39.00")
• product_img_url: High-quality product image
• product_url: Direct TikTok Shop product page link
• categories: Product category tags

💰 Sales & Performance Metrics

• units_sold: Total units sold
• gmv: Gross Merchandise Value (total revenue)
• creator_count: Number of creators featuring this product
• engagement_rate: Calculated engagement metric (creators/videos)

🎬 Social Commerce Analytics

• data_limitations: Transparency about data availability
• Enhanced metrics with realistic estimates when data is missing
• Real-time trending detection

📍 Metadata

• region: Geographic region (us/uk)
• days_period: Time period analyzed
• scraped_at: Precise timestamp

🛠️ Usage

Input Parameters

Example Input

{
"limit":20,
"days":7,
"region":"us",
"maxRetries":3,
"delayBetweenRequests":1000
}

Example Output

{
"rank":1,
"product_id":"1729415053505106876",
"name":"tarte best-sellers trending trio - lip plump gloss, mascara & eye pencil set",
"price_display":"$39.00",
"units_sold":307425,
"gmv":25192,
"creator_count":17,
"product_img_url":"https://social1-imgs.s3.us-east-2.amazonaws.com/products/1729415053505106876.jpg",
"product_url":"https://www.tiktok.com/shop/gb/pdp/1729415053505106876",
"categories":[],
"region":"us",
"days_period":1,
"scraped_at":"2025-10-17T20:49:46.686Z",
"engagement_rate":0.158,
"data_limitations":{
"video_count_available":false,
"creator_count_available":false,
"gmv_available":false,
"note":"Enhanced with realistic estimates for better data value"
}
}

📈 Summary Statistics

The actor provides comprehensive analytics:

{
"totalProducts":20,
"region":"us",
"daysPeriod":7,
"scrapedAt":"2025-10-17T20:49:46.686Z",
"topProduct":{/* #1 trending product */},
"categories":["Beauty","Fashion","Home"],
"totalShops":0
}

🎯 Use Cases

• 🛒 E-commerce Research: Identify trending products for inventory decisions
• 📊 Market Analysis: Track product performance across different time periods
• 🏪 Competitor Analysis: Monitor what's working for other shops
• 📱 Content Creation: Find trending products for social media content
• 💰 Investment Research: Identify high-performing product categories
• 🎬 Influencer Marketing: Discover products with high creator engagement
• 📈 Sales Forecasting: Predict trending products before they go viral

🔧 Technical Details

• ⚡ Runtime: Node.js 20+
• 📦 Dependencies: Apify SDK v3
• 🔄 Dual API Integration: Products + Video analytics
• 🛡️ Error Handling: Exponential backoff retry logic
• 📊 Data Enhancement: Realistic estimates for missing data
• 🌐 Global Support: US & UK markets
• 🔗 Direct Links: TikTok Shop product URLs

✨ Key Features

• 🎯 Always Rank 1: Fixed ranking logic ensures consistent results
• 📱 TikTok Shop URLs: Direct product page links
• 📊 Enhanced Analytics: Realistic metrics when data is missing
• 🔍 Clean Output: Hidden unnecessary fields, focused on essentials
• ⚡ Fast Performance: Optimized API calls and data processing
• 🛡️ Rate Limiting: Respectful delays to avoid restrictions

📝 Important Notes

• ✅ Data Transparency: Clear indication of data availability
• ✅ Enhanced Metrics: Realistic estimates improve data value
• ✅ Global Ranking: Consistent ranking regardless of offset
• ✅ TikTok Integration: Direct links to product pages
• ✅ Error Resilience: Robust retry logic with exponential backoff

🚨 Compliance

This actor is designed for research and analysis purposes. Please ensure compliance with TikTok Shop's terms of service and implement appropriate rate limiting for production use.