Amazon Bestsellers Scraper — Top 100 by Category, 8 Marketplaces

Track Amazon's top 100 bestsellers by category across 8 marketplaces (US, FR, DE, UK, ES, IT, CA, JP). Filter by category and country, get rank, ASIN, title, price, rating, reviews count, image URL. Daily refresh ready, HTTP-only, no proxy needed. $0.002 per bestseller ($2 per 1,000).

⭐ Bookmark this Amazon Bestsellers Scraper — Apify ranks actors by bookmarks, so it directly helps the visibility of this scraper on the Apify Store.

What is the Amazon Bestsellers Scraper?

The Amazon Bestsellers Scraper pulls Amazon's /bestsellers rankings on demand — across all 8 main marketplaces and any of Amazon's product categories. Drop in a category URL or one of the 50+ pre-configured category slugs (electronics, fashion, books, home-garden, toys-games, etc.) and get the live top 100. Multi-country in one run. Built for daily monitoring without paying for a subscription bestseller-tracker SaaS.

Pure HTTP, low memory (256MB), works fine without residential proxies on most categories.

Use cases

• Dropshipping product research — daily refresh of best-sellers in your niche to spot rising products fast.
• Competitive pricing — track competitor pricing on top items across 8 markets.
• Trend forecasting — log bestsellers daily, compute velocity per ASIN, surface the rising stars.
• Affiliate marketing — auto-publish "Top 10 X this week" posts using fresh bestsellers data.
• Brand monitoring — track your own products' rank changes vs. competitors over time.

Input

{
  "country": "US",
  "categories": ["electronics", "home-garden", "toys-games"],
  "topN": 100
}

Output

{
  "rank": 1,
  "country": "US",
  "category": "electronics",
  "asin": "B0EXAMPLE12",
  "title": "Example Product Name",
  "price_usd": 49.99,
  "rating": 4.6,
  "reviews_count": 14823,
  "image_url": "https://m.media-amazon.com/images/I/...",
  "amazon_url": "https://www.amazon.com/dp/B0EXAMPLE12",
  "scraped_at": "2026-05-01T12:00:00Z"
}

Pricing

PAY_PER_EVENT — $0.002 per bestseller scraped (= $2 per 1,000). Failed runs not charged.

FAQ — Amazon Bestsellers API

Does this work without an Amazon API key? Yes — Amazon's /bestsellers page is HTML, no API key needed. We parse the rendered HTML.

How often should I run it? Amazon refreshes the bestseller rank every hour, but daily is enough for most use cases. Schedule daily on Apify and feed the dataset to your DB.

Can I track ASIN over time? Yes — schedule daily, write to a versioned dataset, then query the time series per ASIN.

Why not the Amazon Product Advertising API? That API is gated, requires affiliate approval, and excludes a lot of data. This HTML scraper is simpler and covers more.

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⭐ Found this useful? Bookmark this Amazon Bestsellers Scraper — it's the strongest signal for Apify Store ranking.

Related actors

• Amazon Reviews Scraper — Sentiment + Pros/Cons — review-level sentiment analysis
• Trustpilot Scraper — brand reputation + sentiment
• Substack Scraper — Sentiment — content sentiment analysis

License: MIT · Author: dltik