You can access the Amazon Best Seller Product Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "categories": ["Best-Sellers"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("data_ops_main/amazon-bsr-product-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Amazon Best Seller Product Scraper API in Python

The Apify API client for Python is the official library that allows you to use Amazon Best Seller Product Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Amazon Best Seller Product Scraper API in JavaScript

Amazon Best Seller Product Scraper API through CLI

Amazon Best Seller Product Scraper OpenAPI definition

Amazon Best Seller Product Scraper API

Amazon Bestseller Scraper

crawlerbros/amazon-bestseller-scraper

Scrapes Amazon Best Sellers, Movers and Shakers, New Releases, Most Wished For, and Most Gifted product lists. Extracts product details including name, price, URL, thumbnail, and position. Supports multiple Amazon domains: US, UK, DE, FR, ES, and IT

Crawler Bros

114

5.0

Amazon Best Selling Categories Scraper

amazon-scraper/amazon-best-selling-categories-scraper

Discover Amazon categories and subcategories from Best Sellers, New Releases, Most Wished For, Most Gifted, and Movers & Shakers. Export structured breadcrumbs, node keys, and parent chains—plus optional NODE_TREE JSON.

Amazon Scraper

Amazon Best Sellers Scraper (by Category)

gurify/amazon-bestsellers-scraper

Scrape Amazon Best Sellers, New Releases, Movers & Shakers and Most Wished For for any category — rank, ASIN, title, price, rating, reviews, image and URL. No API key. From $0.50 / 1K products.

Gurify Software

Amazon Bestsellers Scraper · 20 Marketplaces

santamaria-automations/amazon-bestsellers-scraper

Extract Amazon's Best Sellers, Movers and Shakers, New Releases, Most Wished For and Most Gifted rankings across 20 marketplaces. Returns top 100 per category with rank, ASIN, brand, price, list price, stars, reviews, Amazon's Choice / Prime / deal badges. Pay-per-result.

NanoScrape

Amazon Scraper All-in-One

bret/amazon-asin

Scrape Amazon products by ASIN. Scrape trending products like: best sellers, new release, movers, and most wished.

Bret

132

Amazon Ranking Scraper

felt/amazon-ranking-scraper

Scrape Amazon products by ASIN. Scrape trending products like: best sellers, new release, movers, and most wished.

FELT Labs

Amazon Bestsellers Scraper

khadinakbar/amazon-bestsellers-scraper

Scrape Amazon Best Sellers, New Releases, Movers & Shakers, Most Wished For and Gift Ideas rankings by category across 10 marketplaces. Returns ranked products with rank, ASIN, title, price, rating, review count, Prime status and image. HTTP-only, MCP-ready, no auth required.

Khadin Akbar

Amazon ASIN and Category Scraper

felt/amazon-product-scraper

crape Amazon products by ASIN. Scrape trending products like: best sellers, new release, movers, and most wished.

FELT Labs

Amazon Books Bestseller Charts Scraper

jungle_synthesizer/amazon-books-bestseller-charts-scraper

Scrape Amazon book bestseller charts including Best Sellers, Hot New Releases, Movers and Shakers, and Most Wished For. Collects rank, title, author, ASIN, format, price, rating, and review count across hundreds of book sub-categories with timestamped snapshots for trend analysis.

BowTiedRaccoon

Amazon Trending Products — Movers & Shakers Scraper

lanky_quantifier/tiktok-shop-trending

Scrape trending and hot-selling products from Amazon Movers and Shakers lists. Get product names, prices, sales rank changes, ratings, and seller information across 23 categories and 8 international Amazon domains.