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Amazon Best Sellers Scraper

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from $1.00 / 1,000 per success results

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Amazon Best Sellers Scraper

Amazon Best Sellers Scraper

Extract 1000 of Amazon best-selling products at a time with ranking, prices, ratings, review counts, offer data & product video URLs. Perfect for market research & competitor analysis.

Pricing

from $1.00 / 1,000 per success results

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CodeNest

CodeNest

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🏆 Amazon Best Sellers Scraper - Ultimate Product Rankings Extractor

Effortlessly scrape Amazon Best Sellers rankings with our powerful Amazon Best Sellers Scraper! This Apify actor enables bulk extraction of top-ranked products, complete pricing data, ratings, specifications, and product images from any Amazon Best Sellers category.


📋 Overview

Need to track top-selling products, analyze market trends, or build product databases? This Amazon Best Sellers Scraper delivers:

  • 🏆 Best Sellers Extraction - Scrape products from any Amazon Best Sellers category
  • 🔍 Keyword Search Support - Find products using custom keywords
  • 💰 Complete Pricing Data - Prices, coupons, and promotional offers
  • ⭐ Rating Intelligence - Star ratings, review counts, and offer details
  • 📦 Full Product Specs - Dimensions, materials, features, and variations

Perfect for e-commerce sellers 🛒, market researchers 📊, dropshippers 🚀, and product analysts 🔬!


⭐ Core Capabilities of Amazon Best Sellers Scraper

🏆 Best Sellers Extraction

  • Category-Based Scraping - Extract from any Amazon Best Sellers category URL
  • Keyword Search - Find products using custom search terms
  • Multiple Categories - Scrape several categories in one run
  • Ranking Order - Products returned in Best Seller rank order

💰 Pricing & Offers

  • Current Price - Numeric price values with currency
  • Coupon Detection - Identify available coupons
  • Promotions - Special offers and promotional messages
  • Number of Offers - Count of available sellers

⭐ Ratings & Reviews

  • Star Ratings - Decimal rating values (e.g., 4.3)
  • Ratings Count - Total number of customer reviews
  • Bought Past Month - Sales velocity indicators
  • Top Reviews Context - Rating distribution insights

📦 Product Data Mastery

  • Complete Specifications - Brand, color, material, dimensions
  • Product Overview - Structured attribute tables
  • Top Highlights - Key feature bullet points
  • Multiple Images - High-resolution product photos
  • Variations - Selected variation and color options

⚙️ Input Configuration

Simply enter your category URLs or keywords, configure limits, and click "Start". Input looks like this:

{
"categoryUrls": [
"https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics/ref=zg_bs_pg_1_electronics?_encoding=UTF8&pg=1"
],
"keywords": [
"strollers"
],
"maxItems": 10,
"maxConcurrency": 6,
"minDelayMs": 500,
"maxDelayMs": 1500,
"proxyConfiguration": {
"useApifyProxy": true
}
}

📝 Input Specifications

ParameterTypeRequiredDefaultDescription
categoryUrlsArray❌ No[]Amazon Best Sellers category URLs
keywordsArray❌ No[]Search keywords to find products
maxItemsInteger❌ No10Maximum products to extract
maxConcurrencyInteger❌ No6Parallel scraping threads (1-10)
minDelayMsInteger❌ No500Minimum delay between requests (ms)
maxDelayMsInteger❌ No1500Maximum delay between requests (ms)
proxyConfiguration.useApifyProxyBoolean❌ NotrueEnable Apify proxy rotation

📤 Output Structure

Your Amazon Best Sellers Scraper produces comprehensive product data with pricing, ratings, and specifications:

{
"product no": 1,
"category": "Amazon Best Sellers",
"categoryUrl": "https://www.amazon.com/Best-Sellers-Baby-Strollers/zgbs/baby-products/166842011",
"name": "Ingenuity 3D Mini Convenience Stroller – Lightweight Stroller with Compact Fold...",
"asin": "B07P1YSC18",
"brand": "Ingenuity",
"price": 69.99,
"currency": "$",
"boughtPastMonth": "2K+ bought in past month",
"coupon": null,
"promotions": [
"Thank you for being an Amazon customer. Get a $50 Amazon Gift Card upon approval..."
],
"shippingInfo": "FREE delivery Wednesday, September 16 Or fastest delivery Tuesday...",
"returnPolicy": "FREE 90-day refund/replacement",
"rating": 4.3,
"ratingsCount": 23528,
"numberOfOffers": 2,
"productOverview": {
"Brand": "Ingenuity",
"Color": "Gray",
"Material": "Alloy Steel",
"Item Weight": "10.6 pounds",
"Stroller Type": "Umbrella Stroller"
},
"topHighlights": [
"100% polyester",
"LIGHTWEIGHT - A lightweight stroller makes any outing a little easier..."
],
"images": [
"https://m.media-amazon.com/images/I/71C2681bJkL._AC_SL1500_.jpg"
],
"thumbnail": "https://images-na.ssl-images-amazon.com/images/I/71C2681bJkL._AC_UL600_SR600,400_.jpg",
"url": "https://www.amazon.com/dp/B07P1YSC18",
"color": "Gray",
"material": "Alloy Steel"
}

📖 Output Field Documentation

🔹 Product Identification

FieldDescription
product noSequential product number
nameFull product title
asinAmazon Standard Identification Number
brandProduct brand name
urlDirect Amazon product URL
categorySource category name
categoryUrlSource category URL

🔹 Pricing & Offers

FieldDescription
priceNumeric price value
currencyCurrency symbol
couponAvailable coupon text (if any)
promotionsPromotional messages
shippingInfoDelivery details
returnPolicyReturn/refund policy
numberOfOffersCount of available sellers

🔹 Ratings & Sales

FieldDescription
ratingStar rating (decimal)
ratingsCountTotal review count
boughtPastMonthSales velocity indicator

🔹 Product Specifications

FieldDescription
productOverviewStructured attribute table
topHighlightsKey feature bullets
measurementsDimensions and weights
warrantyWarranty information
selectedVariationChosen product variation
colorProduct color
materialPrimary material

🔹 Media Assets

FieldDescription
imagesArray of product image URLs
thumbnailPrimary thumbnail URL
videoDownloadUrlsVideo URLs (when available)

🎨 Key Features of This Amazon Best Sellers Scraper

🏆 Ranking Intelligence

  • Best Seller Order - Products returned by rank
  • Category Context - Source category tracking
  • Cross-Category Support - Scrape multiple categories
  • Keyword Discovery - Find products by search terms

💰 Complete Pricing Data

  • Numeric Prices - Machine-readable price values
  • Currency Detection - Multi-currency support
  • Coupon Extraction - Available discounts
  • Promotion Capture - Special offers and deals

⭐ Review Analytics

  • Star Ratings - Precise decimal ratings
  • Review Volumes - Total ratings count
  • Sales Velocity - "Bought past month" indicators
  • Offer Counts - Seller competition metrics

📦 Rich Product Data

  • Structured Specs - Key-value attribute tables
  • Feature Highlights - Bullet point extraction
  • Multiple Images - Full image galleries
  • Variation Data - Selected options and colors
  • Shipping Details - Delivery information

⚡ Performance Features

  • Concurrency Control - Adjustable parallel threads
  • Rate Limiting - Configurable delays
  • Proxy Support - Apify proxy integration
  • Error Resilience - Individual failures handled

💡 Use Cases for Amazon Best Sellers Scraper

  • 🛒 E-commerce Sellers - Track top competitors and trends
  • 📊 Market Researchers - Analyze category performance
  • 🚀 Dropshippers - Find winning products to sell
  • 📈 Product Analysts - Study pricing and rating patterns
  • 🎯 Affiliate Marketers - Discover high-converting products
  • 🔬 Data Scientists - Build product recommendation models
  • 📱 App Developers - Power product comparison tools
  • 💰 Investors - Assess retail market opportunities

✨ Why Choose Our Amazon Best Sellers Scraper?

  • ⚡ Blazing Fast - Concurrent scraping with proxy rotation
  • 🎯 100% Accurate - Preserves all product data without alteration
  • 🔄 Regular Updates - Adapts to Amazon platform changes
  • 📦 Complete Data - Everything from specs to shipping info
  • 🛡️ Production Ready - Battle-tested with thousands of products
  • 💰 Cost Efficient - Optimized to minimize compute time
  • 🔒 Privacy Focused - No personal data stored or shared

⚠️ Limitations

  • Only works with publicly accessible Amazon Best Sellers pages
  • Some product details may vary by region
  • Extremely high concurrency may trigger rate limiting
  • Results limited to Amazon's available inventory
  • Video URLs may not always be available

📧 Need Custom Features for Your Amazon Best Sellers Scraper?

Want additional product fields, specific category support, custom output formats, advanced analytics, or automated reporting?

✉️ Email codenest2.0@gmail.com for tailored enterprise solutions!