Pricing

Pay per event

Amazon Best Sellers Scraper

Track Amazon Best Sellers rankings across any category. Collects product name, rank, ASIN, price, rating, review count, and image URL from any bestsellers category page.

Pricing

Pay per event

Rating

0.0

(0)

Developer

BowTiedRaccoon

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

What it does

The actor opens any Amazon Best Sellers category page with a real Chromium browser (Playwright) behind a US residential proxy. Amazon serves bestseller data client-side via React — a plain HTTP request returns a bot-wall shell with no product data. The browser renders the full page, extracts all product cards in a single page.evaluate() call, and saves the results.

Each category shows up to 50 products per page across two pages (?pg=2). The actor scrapes both pages and stops as soon as maxItems is reached.

Output fields

Field	Type	Description
`rank`	integer	Bestseller rank within the category (1 = #1)
`asin`	string	Amazon Standard Identification Number
`title`	string	Product title
`url`	string	Canonical product page URL
`imageUrl`	string	Product image URL
`price`	string	Current price as displayed (e.g. `$24.99`)
`rating`	number	Average customer rating (0-5)
`reviewCount`	integer	Number of customer reviews
`categoryName`	string	Human-readable category name
`categoryUrl`	string	URL of the category page scraped
`scrapedAt`	string	ISO-8601 timestamp

Input

Parameter	Type	Default	Description
`categoryUrl`	string	`https://www.amazon.com/gp/bestsellers/`	Amazon Best Sellers category URL
`maxItems`	integer	—	Maximum number of products to collect

Examples

Top-level bestsellers (all categories):

{
    "categoryUrl": "https://www.amazon.com/gp/bestsellers/",
    "maxItems": 50
}

Electronics bestsellers:

{
    "categoryUrl": "https://www.amazon.com/gp/bestsellers/electronics/",
    "maxItems": 50
}

Books bestsellers:

{
    "categoryUrl": "https://www.amazon.com/gp/bestsellers/books/",
    "maxItems": 50
}

You can use any Amazon bestsellers URL — navigate to the category you want on Amazon and paste the URL.

Technical notes

Browser: Playwright (Chromium) — required because Amazon renders bestseller content client-side
Proxy: US residential (DataImpulse) — Amazon blocks datacenter IPs
Memory: 2 GB recommended; minimum 1 GB
Rate limiting: Concurrency is kept low (2 parallel pages) with 1-second delays to reduce detection risk
Deduplication: Results are deduplicated by ASIN within a run

Limitations

Scrapes one category URL per run (v0.1). Run the actor multiple times to collect data across categories.
Amazon shows at most 100 products per category (50 per page x 2 pages). Set maxItems accordingly.
Prices, ratings, and rankings change frequently — re-run regularly for fresh data.
Amazon.com (US) only. International domains require a separate configuration.

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