Amazon Best Sellers Scraper: Top 100, Prices & Ratings

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What does Amazon Best Sellers Scraper do?

Paste any Amazon Best Sellers link and get the full top 100, one clean row per product: rank, ASIN, title, price, star rating, number of ratings, image and link. Books also get the author and the format (Hardcover, Paperback, Kindle Edition). Works for New Releases, Movers & Shakers, Most Wished For and Gift Ideas too, on 21 Amazon sites, for whole departments or any subcategory. Download as Excel, CSV or JSON, or use the API.

No login, no browser, no cookies from you.

Why this one?

• The full top 100. Amazon shows 30 products when a page opens and loads the rest while you scroll. This tool loads all of them, then page 2, so you get ranks 1 to 100, in order.
• Local prices on 21 Amazon sites. Each site is read through an IP of its own country, so prices come in the local currency (GBP on amazon.co.uk, EUR on amazon.de, JPY on amazon.co.jp...). A page that shows converted prices is loaded again.
• Star rating and ratings count on every row, plus "3 offers from $12.99" offers, the author and format for books, and points on amazon.co.jp.
• Whole category trees. Give a department and set Subcategory levels to 1, 2 or 3 to get the top 100 of every subcategory under it. The all-departments link (/gp/bestsellers) loads every department.
• Free rows for problems. Empty lists, categories Amazon does not have, bad links and pages that could not be loaded come back as rows with a status and a message. They are not charged.
• Tested. 21 Amazon sites, 33,690 rows checked one by one (rank order, prices, currency, links), and compared by hand with real browser screenshots of amazon.com, amazon.co.uk and amazon.co.jp: same ranks, titles, prices and ratings counts. One run loaded 120 Electronics subcategories (11,646 products) in under 7 minutes.

What data do you get?

Group	Fields
Product	rank, asin, title, image, url
Price	price, priceMax (price ranges), priceText, currency, offerCount ("3 offers from"), priceNote (when Amazon hides the price)
Reviews	rating, ratingsCount
Books	author, format, formatsAvailable
Extras	points (amazon.co.jp), salesRank, salesRank24hAgo, salesRankChangePercent (Movers & Shakers)
List	listType, listName, category, categoryPath, categoryId, categoryUrl, marketplace, page
Run	status, input, message, scrapedAt

How much does it cost?

You pay per ranked product saved with status: "ok". Check the Pricing tab for the current price. Proxies and platform costs are included. Problem rows are free.

How to use it

1. Open an Amazon Best Sellers page in your browser, go to the department or subcategory you want and copy the link. Paste it into Amazon list links, one per line. Links from any of the 21 sites work, also New Releases, Movers & Shakers, Most Wished For and Gift Ideas links.
2. Or type department names into Or category names (kitchen, electronics, books, toys-and-games, or kitchen/289668 for a subcategory) and pick the Amazon site and the list.
3. Optional: set Products per list (up to 100) and Subcategory levels.
4. Click Start. Download the results or connect them to Google Sheets, Make, Zapier or your app. To follow a list over time, schedule the run daily.

Input example

{
  "startUrls": [
    "https://www.amazon.com/gp/bestsellers/kitchen",
    "https://www.amazon.co.uk/gp/new-releases/books",
    "https://www.amazon.com/Best-Sellers-Kitchen-Dining-Bakeware/zgbs/kitchen/289668"
  ],
  "maxItemsPerCategory": 100,
  "subcategoryDepth": 0
}

Output example

A real row from the amazon.com Kitchen & Dining list:

{
  "status": "ok",
  "rank": 1,
  "asin": "B0BZYCJK89",
  "title": "Owala FreeSip Stainless Steel Water Bottle 24 oz Denim",
  "price": 29.99,
  "priceText": "$29.99",
  "currency": "USD",
  "rating": 4.6,
  "ratingsCount": 143795,
  "image": "https://images-na.ssl-images-amazon.com/images/I/61Gvw0-b0eL._AC_UL900_SR900,600_.jpg",
  "url": "https://www.amazon.com/dp/B0BZYCJK89",
  "listType": "bestsellers",
  "listName": "Best Sellers",
  "category": "Kitchen & Dining",
  "categoryPath": "Kitchen & Dining",
  "categoryId": "kitchen",
  "categoryUrl": "https://www.amazon.com/gp/bestsellers/kitchen",
  "marketplace": "US",
  "page": 1,
  "scrapedAt": "2026-10-28T22:31:13Z"
}

A book from the Books list adds "author": "Sarah J. Maas", "format": "Hardcover" and "formatsAvailable": 5.

A list Amazon shows as empty looks like this, and costs nothing:

{"status": "list_empty", "listName": "Movers & Shakers", "marketplace": "US", "categoryUrl": "https://www.amazon.com/gp/movers-and-shakers/kitchen", "message": "Amazon shows no products in this list right now: \"Sorry, there are no movers and shakers available in this category. Please check back later.\""}

Status values

status	Meaning	Charged
ok	A ranked product	Yes
list_empty	Amazon shows no products in this list right now (also its answer for a department name it does not know)	No
not_found	Amazon has no list page at this link	No
invalid_link	Not an Amazon list link or category name	No
failed	Amazon refused every try. Run it again later	No

Good to know

• Missing prices are Amazon's. About 3 in 100 products show no price on the list itself (for example "MSRP: Click for details", or no offer right now). price is then empty, and priceNote says why when Amazon gives a reason.
• Rank numbers are Amazon's own. Now and then Amazon skips a number (one list had ranks 1 to 49 and 51 to 99). Smaller categories can have fewer than 100 products.
• Movers & Shakers, Most Wished For and Gift Ideas were empty on amazon.com and amazon.co.uk when this tool was tested (October 2026): Amazon's own page says "Sorry, there are no ... available". Those rows are free.
• Department names differ by site. electronics works on most sites, but amazon.de uses other names. If a typed name comes back empty, copy the link from the site instead.
• Prices are what a logged-out visitor in that country sees at scrapedAt. Deals can change during the day.
• Proxy: keep the default. amazon.com uses datacenter IPs, other sites use residential IPs of their own country.

Use cases

• Product research: find what sells right now in any category and country, with prices and review counts.
• Trend tracking: schedule daily runs and follow ranks and prices over time, or watch New Releases.
• Dropshipping and sourcing: compare Amazon's best sellers with AliExpress, 1688 or TikTok Shop prices.
• Book and Kindle charts: authors, formats and prices of the top books.
• Market and competitor reports: whole category trees in one run.
• Black Friday and holiday shopping: see what climbs into the top 100 before and during Black Friday, Cyber Monday and Christmas.

Black Friday, Cyber Monday and Christmas

Amazon ranks its best sellers by sales and says the lists are "updated frequently". To follow them through the season:

1. Pick the lists you care about, for example Toys & Games, Electronics or Beauty, on one or more of the 21 Amazon sites.
2. Schedule a run every day (or every few hours) from early November to Cyber Monday, and again before Christmas.
3. Compare the runs by asin and rank: new products in the top 100, products moving up, and prices on each day.

Good for Christmas gift ideas, holiday stock planning, and seeing which products sell best on Black Friday in each country. Each row shows the price Amazon showed at scrapedAt. This tool reads the best seller lists, not Amazon's Today's Deals page.

Is it legal?

It collects only public list information that Amazon shows to any logged-out visitor. It does not log in, solve captchas or collect personal data. Check that your use follows Amazon's terms and the law where you are.

More tools for sellers and dropshippers

• AliExpress Product Details Scraper: price, every variant with stock, and the shipping cost to your country for AliExpress products.
• TikTok Shop Product Details Scraper: price, sold count, rating and every variant with stock for TikTok Shop products.
• 1688 Product Details Scraper: factory prices on 1688.com, the Chinese wholesale site, in English with USD prices.