Amazon Best Sellers scraper: rank, price and rating

Pull the current Amazon Best Sellers list for any department. Each row is one ranked product: its Best Sellers rank, ASIN, title, price, star rating and review count.

You pay only for products actually delivered. A failed category costs nothing.

What you get

Field	Example
rank	1
title	Apple AirPods Pro 3 Wireless Earbuds
asin	B0FQFB8FMG
price	199
rating / reviewCount	4.4 / 16200
category	electronics
url	Link to the product page
scrapedAt	When the row was fetched

Every row is a flat record, so it opens in Excel or Google Sheets.

Sample output

{
  "category": "electronics",
  "rank": 2,
  "asin": "B0FQFB8FMG",
  "title": "Apple AirPods Pro 3 Wireless Earbuds with Active Noise Cancellation",
  "price": 199,
  "rating": 4.4,
  "reviewCount": 16200,
  "url": "https://www.amazon.com/dp/B0FQFB8FMG",
  "scrapedAt": "2026-10-09T07:50:00.000Z"
}

Quick start

1. Type one or more department slugs in Categories. electronics, beauty, kitchen all work. Use all to pull every department on the Best Sellers hub.
2. Set Max results per category. Amazon shows 50 products per page, up to 100 with page 2.
3. Click Start.

The default input (electronics, 50 results) runs as-is.

Use cases

• Watch a category's top 50 daily and flag products that jump or drop.
• Compare prices of the current #1–#10 against last week.
• Feed a product-research sheet without logging into Seller Central.
• Give an AI agent a fresh ranked catalog through the API.

What happens when something goes wrong

• A category URL is wrong? That category returns 0 rows and you are not charged for it. Other categories still run.
• Amazon serves a blank page? Same: 0 rows, no charge, the run summary says which one failed.
• Fewer than you asked for? Some departments have a short list. The summary shows how many Amazon had.

Look for RUN_SUMMARY in the run's key-value store.

Input

Field	Required	Notes
categories	yes	Department slugs, full /zgbs/... paths, or all
maxResultsPerCategory	no	1 to 100, default 50

Pricing

Pay per product delivered, plus Apify's small start fee per run. Set a maximum cost per run and the scraper stops when it hits your limit.

FAQ

Do I need an Amazon account? No. This reads the public Best Sellers pages.

Are ranks live? Yes. Amazon reshuffles these lists through the day. Re-run before you act on a number.

Does this scrape search results or product reviews? No. Best Sellers lists only. Search and reviews are separate scrapers.

Something broke? Open an issue with the category you used. I answer within a day.

Limitations

• US Amazon (amazon.com) only.
• Some products have no public price (unavailable or "see options"). Those rows still include rank and title.
• Ranks 51 to 100 come from page 2. Once in a while Amazon lists 49 instead of 50 on a page; you get what Amazon shows.

Export or use as an API

Download any run's results from the Storage tab as CSV, Excel, JSON or XML.

To call it from your own code, send your input to Apify's API and get the rows back in one request:

POST https://api.apify.com/v2/acts/leathered_latch~amazon-bestsellers-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN

It also plugs into Make, Zapier and n8n through Apify's integrations, and AI agents can find and run it through Apify's MCP server.

Your responsibility

How you use the output is your call, and so is the legal side of it. Copyright still covers any text or images you republish. The source site's own terms apply too. If you're unsure about a use, check with a lawyer first.

If you own content that shows up in these results and want it handled differently, open an issue on the Issues tab. We answer within 14 days.

Data source and credit

Every row comes from Amazon.com (Amazon.com, Inc.). We don't own this data, and we don't take credit for it. The rankings, prices and ratings belong to Amazon and its sellers.

This tool reads only what Amazon shows to any logged-out visitor. No logins, no private data. Each row keeps a link back to the page it came from (the url field), so you can check any result and credit the source when you use it.

Not affiliated with, endorsed by or sponsored by Amazon. All names and trademarks belong to their owners.

Changelog

• 0.1.4 Full 100 per category. Amazon only renders 30 of every 50 products at first; the scraper now loads the other 20 the way the page itself does. Rank now comes from Amazon's own rank data, and ratings come from the star widget, so neither can merge with nearby numbers.
• 0.1 First release. Department slugs, hub crawl (all), page 2 for ranks 51 to 100.