🛒 Amazon Best Sellers Scraper

Track the top-selling products on Amazon across any category and domain. This scraper collects product names, prices, rankings, ratings, and review counts from Amazon Best Sellers pages and returns structured data you can export as JSON, CSV, or Excel in minutes. Works across all major Amazon domains including the US, UK, Germany, France, Spain, and Italy.

Whether you are monitoring competitors, researching market trends, building product databases, or feeding a pricing model, Amazon Best Sellers data tells you exactly what customers are choosing right now. No coding, no setup, no browser automation. Search for terms like "Amazon best sellers data export," "scrape Amazon top products without coding," "Amazon category rankings download," and "best sellers product list CSV" and this actor handles it all automatically.

The Amazon Best Sellers Scraper collects ranked product data from any Amazon Best Sellers category page, delivering names, prices, ratings, ASINs, and review counts. Enable product details to also collect brand, stock status, feature bullets, gallery images, and variant ASINs per product.

✨ What Does It Do

• 🏆 Product Rankings - collect the exact bestseller position for each product so you know what is trending and what is falling out of favor
• 💰 Prices and Currency - extract the current listed price in the local currency matching the Amazon domain you target
• ⭐ Ratings and Review Counts - pull star ratings and total customer review counts to gauge product trust and market traction
• 🔖 ASIN Codes - capture each product's unique Amazon identifier for catalog matching, price tracking, and API lookups
• 🏢 Brand and Stock Status - fetch brand name and in-stock availability per product when product details are enabled
• 📋 Feature Bullets - collect the full list of product feature descriptions from each product page
• 🖼️ Gallery and High-Resolution Images - extract all product gallery thumbnails and high-resolution image URLs for visual catalogs
• 🌐 Subcategory Crawling - automatically follow subcategory links one or two levels deep to collect entire category trees in a single run

🔧 Input

• Start URLs - Paste one or more Amazon Best Sellers category URLs to collect. Any category and any supported Amazon domain works
• Max Items - Limit how many products to collect in total. Free users: up to 100. Paid users: up to 1,000,000
• Include Product Details - Enable to fetch brand, stock status, features, images, and variants per product. Increases run time
• Subcategory Depth - Set to 2 to also collect all subcategories of your starting URL. Set to 3 to go two levels deep. Default is 1 (starting URL only)
• Proxy Configuration - Optional. A US proxy is recommended for consistent USD pricing when running outside the United States

Example input:

{
  "startUrls": [
    { "url": "https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics/" }
  ],
  "maxItems": 100,
  "includeDetails": true
}

📊 Output

Each record includes ranked product data from the Best Sellers listing. Enable product details to add brand, stock, features, and images. Download as JSON, CSV, or Excel.

🖼️ Image URL	🏆 Position	📦 Product Name
🔖 ASIN	💰 Price	💱 Currency
⭐ Rating	💬 Review Count	📂 Category
🔗 Category URL	🌐 Product URL	🕐 Scraped At

When Include Product Details is enabled, each record also includes:

🏢 Brand	📦 In Stock	📈 Monthly Purchase Volume
📋 Feature Bullets	🖼️ Gallery Thumbnails	🔍 High-Resolution Images
🔀 Variant ASINs	📝 Description

🏆 Competitors

Feature	Amazon Best Sellers Scraper	junglee/amazon-bestsellers
Input Features
Category URL input	✔️	✔️
Subcategory depth crawling	✔️	✔️
Language selector	❌	✔️
Proxy configuration	✔️	✔️
Output Fields
Position and ASIN	✔️	✔️
Price and currency	✔️	✔️
Rating and review count	✔️	✔️
Brand	✔️	✔️
In-stock status	✔️	✔️
Monthly purchase volume	✔️	✔️
Feature bullets	✔️	✔️
Gallery and high-resolution images	✔️	✔️
Variant ASINs	✔️	✔️
Full review text per product	❌	✔️
Stars breakdown by percentage	❌	✔️
Reliability
Product detail success rate	✔️ Zero errors	⚠️ High failure rate
No browser automation required	✔️	❌ Requires Playwright
No CAPTCHA solver required	✔️	❌ Requires CAPTCHA solver

📋 How to Use

No technical skills required:

1. Sign Up: Create a free account with $5 credit
2. Find the Tool: Search for "Amazon Best Sellers Scraper" in the Apify Store
3. Add URLs: Paste the Amazon Best Sellers category URLs you want to collect
4. Run It: Click "Start" and watch your product data appear

Export your results in CSV, Excel, or JSON format. That is it.

🎯 Business Use Cases

• 📈 Market Research Analyst - monitor the top 100 bestsellers across multiple categories weekly to identify rising trends, spot seasonal shifts in consumer demand, and track which product types are gaining or losing share in competitive categories
• 🏭 Private Label Seller - pull rankings, review counts, and monthly purchase volume from competitor categories to find products with weak review coverage but strong sales, and identify market gaps worth entering

❓ FAQ

🔍 How does it work? Add one or more Amazon Best Sellers category URLs and the actor collects all ranked products from those pages. Enable product details to also fetch brand, stock status, features, and images per product.

📊 How accurate is the data? Data is collected directly from the live Amazon Best Sellers pages. Rankings, prices, and ratings reflect what Amazon is showing at the time of the run.

💱 Will prices be in USD? On Apify cloud, prices typically come in USD since the servers are US-based. To guarantee USD pricing or when running with a custom proxy, enable a US proxy in the proxy configuration settings.

🌐 Which Amazon domains are supported? Any Amazon Best Sellers URL works as input, including amazon.com, amazon.co.uk, amazon.de, amazon.fr, amazon.es, and amazon.it.

📅 Can I schedule this to run automatically? Yes. Use Make or Zapier to run the actor on a schedule and track how rankings change over time.

⚠️ Are there any limits? Free users can collect up to 100 products per run. Paid users can collect up to 1,000,000 products per run.

⚡ How long does a run take? Collecting 10 products without details takes under 10 seconds. With product details enabled, expect around 8 to 10 seconds per product. Subcategory crawling adds time proportional to the number of subcategories found.

🔗 Integrate Amazon Best Sellers Scraper with any app

• Make - Automate workflows
• Zapier - Connect 5000+ apps
• GitHub - Version control integration
• Slack - Get notifications
• Airbyte - Data pipelines
• Google Drive - Export to spreadsheets

Use webhooks to trigger downstream workflows each time a Best Sellers run finishes.

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Browse our complete collection of data extraction tools for more.

🚀 Ready to Start?

Create a free account with $5 credit and collect your first 100 bestsellers for free. No coding, no setup.

🆘 Need Help?

• Check the FAQ section above for common questions
• Visit the Apify support page for documentation and tutorials
• Contact us to request a new scraper, propose a custom project, or report an issue at Tally contact form

⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Amazon or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.