Amazon Bestsellers Scraper

🚀 Amazon Best Sellers Scraper

Extract Amazon's Top 100 ranked products for any category, on any Amazon marketplace. The Amazon Best Sellers Scraper turns the Best Sellers, New Releases, Most Wished For and Most Gifted charts into clean, structured rows with rank, ASIN, price and ratings, ready for market research, product sourcing and rank tracking.

✨ Features

• 🏆 Full Top 100: Every ranked product in a category, including the items Amazon only loads as you scroll.
• 🗂️ Four charts: Best Sellers, New Releases, Most Wished For and Most Gifted, all from the same URL pattern.
• 🌍 Every marketplace: amazon.com, .co.uk, .de, .fr, .it, .es, .ca, .co.jp, .in, .com.au and more, with the local currency.
• 🌳 Subcategory crawling: Set a depth and the scraper walks the category tree for you, so one URL can cover a whole department.
• ⚡ Fast & lightweight: A Top 100 list takes four requests; hundreds of categories finish in minutes.

🛠️ How It Works

1. Enter category URLs – Paste any Best Sellers, New Releases, Most Wished For or Most Gifted page, e.g. https://www.amazon.com/gp/bestsellers/electronics or https://www.amazon.co.uk/gp/new-releases/books.
2. Choose the scope – Set Max items and, optionally, a Subcategory depth to include the categories below each URL.
3. Run the scraper – Get one row per ranked product, with the category and chart it came from.

Category slugs differ between marketplaces (for example electronics on amazon.com is ce-de on amazon.de), so copy the URL from the marketplace you want to scrape.

📊 Sample Output Data

[
    {
        "rank": 1,
        "asin": "B08JHCVHTY",
        "title": "blink plus plan with monthly auto-renewal",
        "url": "https://www.amazon.com/Blink-Plus-Plan-monthly-auto-renewal/dp/B08JHCVHTY",
        "imageUrl": "https://images-na.ssl-images-amazon.com/images/I/31YHGbJsldL._AC_UL300_SR300,200_.png",
        "price": 11.99,
        "priceText": "$11.99",
        "currency": "USD",
        "rating": 4.4,
        "ratingCount": 279820,
        "listType": "bestsellers",
        "category": "Electronics",
        "categoryUrl": "https://www.amazon.com/gp/bestsellers/electronics",
        "marketplace": "amazon.com",
        "scrapedAt": "2026-09-03T14:46:14.442Z"
    },
    {
        "rank": 31,
        "asin": "B00SFSU53G",
        "title": "Mounting Dream Full Motion TV Wall Mount for 32-70 Inch TVs",
        "url": "https://www.amazon.com/Mounting-Dream-Bracket-Articulating-400x400mm/dp/B00SFSU53G",
        "imageUrl": "https://images-na.ssl-images-amazon.com/images/I/61da4dQI-hL._AC_UL300_SR300,200_.jpg",
        "price": 34.99,
        "priceText": "$34.99",
        "currency": "USD",
        "rating": 4.8,
        "ratingCount": 75716,
        "listType": "bestsellers",
        "category": "Electronics",
        "categoryUrl": "https://www.amazon.com/gp/bestsellers/electronics",
        "marketplace": "amazon.com",
        "scrapedAt": "2026-09-03T14:46:14.442Z"
    }
]

💰 Pricing

You pay $0.005 per product ($5 per 1,000 rows) plus platform usage. A full Top 100 list costs $0.50; a weekly snapshot of 200 categories is about $400 per month.

Track rankings, spot rising products and size up categories with Amazon Best Sellers Scraper today! 🚀

Related Amazon scrapers

• Amazon Seller Discovery Scraper — Find sellers behind Amazon.de products and export business names, addresses, VAT numbers, and published contacts.
• Amazon Storefront Scraper — Collect the product listings in a seller's storefront, including ASINs, prices, and ratings.
• Amazon Today's Deals Scraper — Find discounted products and collect deal prices, savings, and optional changes between runs.