Amazon Best Sellers Scraper: Rankings & Products

An Amazon best sellers scraper for every ranked list Amazon has: Best Sellers, New Releases, Movers & Shakers, Most Wished For and Gift Ideas, in any category and on any Amazon marketplace. Each list gives its top 100 products in rank order with title, ASIN, price, rating, reviews and image, plus the full product page if you want it (features, specs, every Best Sellers Rank, variants, seller, delivery, Prime, badges). Scrape Amazon bestsellers for a whole category tree with subcategories. No login, no cookies, no browser.

position	title	price	stars	reviewsCount	listName	asin
1	blink plus plan with monthly auto-renewal	$11.99	4.4	280,900	Electronics	B08JHCVHTY
2	Apple AirPods Pro 3 Wireless Earbuds with Active Noise Cance…	$179.00	4.4	16,114	Electronics	B0FQFB8FMG
3	Amazon Fire TV Stick HD (newest model), free & live TV, Alex…	$15.99	4.0	6,121	Electronics	B0DJGDC3BD
4	Amazon Echo Dot (newest model) - Vibrant sounding speaker, D…	$39.99	4.7	200,587	Electronics	B09B8V1LZ3
5	Apple AirTag (2nd Generation): Tracker for Keychain, Wallet,…	$24.00	4.6	11,632	Electronics	B0GJTFXNRX

With 📝 Full product details on (the default), each row also carries the product page:

position	title	brand	price	isPrime	badges	sellerName	delivery
8	Apple EarPods Headphones with USB-C Plug, Wired…	Apple	$19.00	true	Amazon's Choice	Amazon.com	FREE delivery October 12 - 14 on orders shipped…

$1.99 per 1,000 products on the Starter plan ($2.35 Free, $1.69 Scale, $1.49 Business, Platinum and Diamond), and that price includes the full product page (brand, seller, delivery, Prime, badges, specs), not only the list. Seller offers, only if you turn them on: $0.75 per 1,000 offers. Ranking rows are free. The prefilled run (100 products: the top 100 Best Sellers in Electronics with full details, offers off) costs about $0.20 on Starter.

What you can scrape

• Every chart: Best Sellers, New Releases, Movers & Shakers, Most Wished For and Gift Ideas, ranks 1-100.
• Any category and marketplace: paste a list URL in its modern (amazon.com/zgbs/electronics) or older (amazon.com/gp/bestsellers/books) form, from amazon.com, .co.uk, .de, .fr, .it, .es, .ca, .co.jp, .in, .com.au and 13 more. Or type just the category (electronics, books/4) and pick the marketplace and chart.
• Subcategories: with 🗂️ Subcategory levels at 2, Electronics also gives Headphones, Camera & Photo and its other subcategories, each with its own top 100; 3 goes one level deeper. 🗂️ Max lists caps how many lists the subcategories bring the run to.
• Full product details (on by default, same price): description, features, specs, every Best Sellers Rank, images, variants, seller, delivery for your ZIP code, Prime, badges and Amazon's AI review summary. Off: only what the list shows, much faster.
• Rankings across lists: a product that several lists rank is one product row, charged once, and the free 📑 Rankings dataset keeps its rank in every list.
• Seller offers ($) and variants as separate products ($: each variant row is a product, charged like one), as in the Amazon Scraper.

How to use it

1. Paste 🔗 Best seller lists (URLs, one per line) or type categories such as electronics.
2. Keep 📊 Products per list at 100 for the full list, or lower it for the top N.
3. Leave 📝 Full product details on for the full row; off returns the list fields only.
4. Press Start. Rows stream into the dataset in rank order, list by list.

Saved inputs of junglee/amazon-bestsellers run as they are: categoryUrls, maxItemsPerStartUrl, depthOfCrawl and detailedInformation work the same way (language and useCaptchaSolver aren't needed: the log says so). startUrls and the Amazon Scraper's categoryOrProductUrls and scrapeProductDetails work too. Product and search URLs aren't lists: the run summary names them, and our Amazon Scraper reads them.

Pricing

You pay per product in the dataset, once per product per run however many lists rank it, at your Apify plan's price (see the Pricing tab). Ranking rows, failed lists and the run summary are never charged. Seller offers are charged per offer, only when 🛍️ Seller offers per product is above 0. A run stops at your spending limit without reading pages it can't deliver.

Output

🏆 Best Sellers (the default dataset): one row per product, the same keys on every row; anything Amazon doesn't show is null. Views: 🏆 Best Sellers, 📈 Stats (every number) and 📝 Details.

Key	What it is
position, pageNumber	The rank in the list it was found in first, and the list page (1: ranks 1-50, 2: 51-100)
listType, listName, listFullName, listUrl	That list: Best Sellers in Electronics, its URL
subcategories, subcategoryUrls	The list's subcategories and their lists
thumbnailImage	The main picture
title, brand, author	Title, brand, book author
asin, url	Amazon's id and the product page
price, priceValue, currency	Price as shown ($19.00), as a number, ISO currency
listPrice, listPriceValue	Crossed-out list price
priceRange, priceRangeMin, priceRangeMax	Variation parents: the price range
shippingPrice, shippingPriceValue	Delivery price ('Free' or the amount)
inStock, inStockText, condition	Availability and the buy box condition
stars, reviewsCount	Average rating and number of ratings
fiveStarPercent … oneStarPercent	The star breakdown in percent
hasReviews	Whether it has ratings
isPrime, badges	Prime delivery in the buy box; '#1 Best Seller in …', Amazon's Choice, Climate Pledge Friendly
fullDetails	true: read from the product page; false: the list fields only
aiReviewsSummarySnippet, aiReviewsSummary, aiReviewsKeywords	Amazon's "Customers say" summary and aspects
monthlyPurchaseVolume, monthlyPurchases	"10K+ bought in past month" and the number
isAmazonChoice, amazonChoiceText	The Amazon's Choice badge
bestsellerRank, bestsellerCategory, bestsellerCategoryUrl	Best Sellers Rank in the main category
bestsellerRanks, bestsellerRankUrls	Every rank the product page shows ("#12 in Earbud Headphones") and its list
breadCrumbs	The category path
descriptionSnippet, description, bookDescription	Description (or the seller's A+ "Product description")
features	The "About this item" bullets
attributes, productOverview, manufacturerAttributes	Product details, overview and technical specs as "Key: Value"
importantInformation, sustainabilityFeatures	Safety/legal notes, Climate Pledge Friendly features
aPlusContent, aPlusImages, aPlusVideos	The A+ (From the manufacturer) block
brandStory, brandStoryImages	The "From the brand" block
productComparisonAsins	ASINs in the comparison table
galleryThumbnails, highResolutionImages, videosCount	Gallery images and videos
variantAsins, variantDimensions, variantAttributes, variantDetails	Variants: ASINs, what they differ in, this one's values, each variant
variantPrices, variantImages	Each variant's price and picture
sellerName, sellerId, sellerUrl	The buy box seller
offersCount	Seller offers: the all-offers panel's count (with offers on), else the product page's ("New & Used (12) from"), else the list's ("3 offers from")
returnPolicy, support, storeUrl	Returns, support, the brand store
delivery, fastestDelivery, locationText, loadedCountryCode	Delivery promise and the location it was read for
answeredQuestions, reviewsUrl	Answered questions (when shown), the reviews page
isSponsored, badge	Search fields of the shared row (null for lists)
marketplace, originalAsin, unNormalizedProductUrl, input, scrapedAt	Provenance and time (UTC)

📑 Rankings (free, a second dataset): one row per list and product, so a product that two lists rank keeps both ranks; the product row stays where it was found first, and each ranking row says which list that is.

asin	listType	position	isProductRowList	productListUrl	productPosition
B0DJGDC3BD	Best Sellers	3	True	amazon.com/Best-Sellers-Electronics/zgbs/electronics/	3
B0DJGDC3BD	New Releases	2	False	amazon.com/Best-Sellers-Electronics/zgbs/electronics/	3

Its keys: position, thumbnailImage, title, asin, listType, listName, listFullName, listUrl, pageNumber, depth (1: a list you gave, 2: its subcategory...), parentListUrl, isProductRowList, productListUrl, productPosition, productUrl, listedAsin (when the list's ASIN opens another product's page), marketplace, input, scrapedAt.

🛍️ Seller Offers (with offers on): asin, productTitle, position, isPinnedOffer (the buy box), condition, price, priceValue, currency, shippingPrice, shippingPriceValue, delivery, shipsFrom, sellerName, sellerId, sellerUrl, sellerRating, offersUrl, productUrl, marketplace, input, scrapedAt.

🧾 Run summary (the OUTPUT record): per list its status, depth and parent list, products delivered, ranking rows, products an earlier list already delivered (with their rank), failures; delivery location, calls, traffic.

Field map for junglee/amazon-bestsellers users

name → title, thumbnailUrl → thumbnailImage, categoryName / categoryFullName / categoryUrl → listName / listFullName / listUrl, numberOfOffers → offersCount, price {value, currency} → price, priceValue, currency; position, asin, url, stars, reviewsCount, input keep their names and subcategories → subcategories + subcategoryUrls. Failed lists go to the run summary, not into your rows.

Limits

• Amazon ranks 100 products per list; a list with fewer gives what it has.
• Prime and badges come from the product page: with full details off they are null.
• Rows are read from Amazon's English pages; titles keep the language the seller wrote them in.
• A delivery postcode Amazon rejects stops that marketplace's lists (rather than return another location's prices).

FAQ

Do I need proxies? No: the default Apify datacenter proxy works for Amazon. A page Amazon refuses is asked again on another IP.

Why did a product come out once when two lists rank it? You pay once per product per run. The Rankings dataset has a row for each list that ranks it, with that list's rank.

What if a run is interrupted? Resurrect it: products already in the dataset are never pushed or charged again, and ranking rows already written aren't written twice.

Your feedback

Found a bug, or a field you need? Open an issue on the Issues tab and we'll answer within two days. If the data helped you, a short review on this page helps other users find the Actor.