🛒 Amazon Best Sellers Scraper

Pull structured records from Amazon Best Sellers — clean fields ready as CSV, JSON, JSONL, Excel, or XML for downstream pipelines.

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

📊 Data fields

Each record includes: asin, category, categoryUrl, currency, imageUrl, name, position, price, rating, reviewCount, scrapedAt, url. All 12 field names come from a real production run, so what you see here is what lands in your dataset.

🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the Amazon Best Sellers Scraper page on the Apify Store.
3. 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

⚠️ 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.

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💡 Pro Tip: browse the complete ParseForge collection for more reference-data scrapers.

🆘 Need Help?

If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.

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