Amazon Product Scraper: prices, ratings, Best Sellers rank, 12 countries

Scrape Amazon products, search results and Best Sellers lists from 12 Amazon stores. You get the price, list price, discount, rating, review count, Best Sellers rank, availability, seller, images, features and specs for any ASIN or product link. You also get ranked top-100 lists from Best Sellers, New Releases, Movers & Shakers and Most Wished For, and search results in order, sponsored placements included and labelled.

You only pay for results delivered. Products that don't exist, non-product pages, invalid ASINs and pages that stay blocked after retries come back as clear error rows and are never charged.

Why this Amazon scraper returns real prices, not empty rows

• Local prices on purpose. Amazon's price and stock depend on the delivery address, and many scrapers return prices for wherever their server happens to be (or "cannot ship to your location"). This Actor sets a delivery ZIP for each store before scraping (New York 10001 for amazon.com, London for .co.uk, Berlin for .de and so on), or the ZIP you choose, and reports it in deliveryLocation.
• Full top 100. Best Sellers pages only show 30 items until you scroll. The Actor loads the rest the way the page does, so ranks 1–100 come back complete.
• Robot checks are detected, not parsed. Amazon's CAPTCHA pages, "Continue shopping" interstitials, WAF challenges and 503s are recognised and retried with backoff and a fresh session, plus a slower second pass at the end. They are never returned as junk rows. In our live tests, 45 such blocks were recovered within the runs.
• Clear errors: NOT_FOUND (no such ASIN in that store), NO_DATA (e.g. a subscription or digital-only page), INVALID_INPUT, BLOCKED.

What you get

Field	Description
asin, url, marketplace, title, brand	Product identity
price, currency, priceText, listPrice, savingsPercent	Buy-box price and the crossed-out list price
inStock, availability, seller, shipsFrom, deliveryLocation	Stock, who sells and ships it, and where the price applies
rating, reviewsCount, boughtPastMonth	Ratings and the "bought in past month" badge
bestSellersRank, categories	Every Best Sellers rank with its category, and the breadcrumb
features, description, specifications, images, variants, parentAsin	Product page details
rank, listName	Best Sellers / New Releases rows
position, searchQuery, isSponsored, badge	Search result rows

We collect product data only, never reviewer names or other personal data.

How to use it

1. Add products (ASINs or links), search keywords, and/or Best Sellers / category URLs.
2. Pick the marketplace for ASINs and keywords (links always use their own store).
3. Optional: set Max items per list or search (up to 100 for Best Sellers), a delivery ZIP, or turn on Scrape product details to open every listed product.
4. Click Start and export JSON, CSV or Excel, or use the API.

Input example

{
  "categoryUrls": ["https://www.amazon.com/gp/bestsellers/kitchen"],
  "searchQueries": ["coffee grinder"],
  "products": ["B0CJZW65R3"],
  "marketplace": "amazon.com",
  "maxItemsPerListing": 50,
  "scrapeProductDetails": false
}

Output example (product)

{
  "status": "ok",
  "asin": "B0CJZW65R3",
  "url": "https://www.amazon.com/dp/B0CJZW65R3",
  "marketplace": "amazon.com",
  "title": "STANLEY Quencher H2.0 Flow State Tumbler, 40 oz, Ash",
  "brand": "STANLEY",
  "price": 29.97,
  "currency": "USD",
  "listPrice": 45,
  "savingsPercent": 33,
  "inStock": true,
  "rating": 4.7,
  "reviewsCount": 206111,
  "boughtPastMonth": "8K+ bought in past month",
  "bestSellersRank": [{ "rank": 1, "category": "Home & Kitchen" }, { "rank": 1, "category": "Insulated Tumblers" }],
  "seller": "Amazon.com",
  "deliveryLocation": "New York 10001"
}

Best Sellers rows look like { "rank": 2, "listName": "Best Sellers in Kitchen & Dining", "asin": "B085DTZQNZ", "title": "Owala FreeSip…", "price": 29.99, "rating": 4.6, "reviewsCount": 140774 }. A list row has price: null when Amazon shows "See options" instead of a price, which happens with products that have variants. Product details always resolve it.

Switching from another Amazon Actor

Already calling junglee/amazon-crawler from code, a schedule or Make/Zapier? Change the Actor ID and keep your input JSON: this Actor accepts the same field names.

Their input	Here
categoryOrProductUrls (product, search, category or Best Sellers links)	Same
maxItemsPerStartUrl	Same (maxItemsPerListing)
scrapeProductDetails	Same
countryCode, zipCode, language, proxyCountry, offers and seller options	Ignored; the store comes from the URL or marketplace, and deliveryZipCode sets the location

Supported stores

amazon.com, amazon.co.uk, amazon.de, amazon.fr, amazon.it, amazon.es, amazon.nl, amazon.ca, amazon.com.au, amazon.in, amazon.co.jp, amazon.com.mx. EU and Japanese stores are scraped with the English interface where Amazon offers it, so field names and texts stay consistent.

Pricing

Pay per event, no start fee:

Event	Free	Starter (Bronze)	Scale (Silver)	Business (Gold)
product: product with full details	$0.004	$0.003	$0.0025	$0.002
listing-item: search or Best Sellers row	$0.0015	$0.001	$0.0008	$0.0006

A Best Sellers top 100 costs $0.10 on the Starter plan. Errors are free, and you can cap the cost per run.

Use cases

• Price monitoring across stores and countries, with the delivery location recorded.
• Best Sellers tracking: daily snapshots of category top 100s.
• Product research: ratings, reviews and sales badges for a whole search.
• Catalog enrichment: specs, features and images by ASIN.

API, Python and AI agents

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("scrapemole/amazon-product-scraper").call(run_input={
    "products": ["B0CJZW65R3"], "marketplace": "amazon.com"
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item.get("title"), item.get("price"), item.get("errorCode"))

Works with n8n, Make, Zapier, LangChain, LlamaIndex and the Apify MCP server, so Claude, ChatGPT or Cursor agents can check Amazon prices and Best Sellers ranks on their own.

Test results

Live tests on 8 Oct 2026 from one server IP without any proxy. Products were discovered by the test's own searches and Best Sellers lists across 12 stores, not hand-picked.

Measure	Latest session (16 runs)
Runs finished OK	16/16
Product pages	44/44
Search and Best Sellers lists complete	12/12 (560 rows)
Price found on priceable products	41/44
Rating / reviews found	42/44 / 42/44
Robot checks recovered automatically	45
Billing matched delivered results	Yes, every run
Not-found ASIN, invalid input, budget cap	All handled as specified

The session before the last fix scored 10/16 runs (35/44 products): Amazon's "Continue shopping" interstitial was being reported as a parse error instead of a block. It is now detected and retried, with a unit test.

FAQ

Which proxy should I use? The default Apify Proxy (datacenter) is the right choice for this Actor. Amazon product pages are large, so residential proxy traffic would cost more than the result price. Lower the parallelism if you see BLOCKED rows.

Why does the price differ from what I see in my browser? Your browser uses your own delivery address. Set deliveryZipCode to match it (for the main store), or compare against deliveryLocation.

Can I scrape reviews? No. Review text and reviewer profiles are personal data, which we don't collect.

More from ScrapeMole

ScrapeMole builds focused, reliable scrapers for public data: pay per result, no start fees, clear error rows that are never charged, and a RUN_SUMMARY on every run.

• YouTube Transcript & Subtitles Scraper
• Google Trends Scraper
• YouTube Scraper
• YouTube Comments Scraper
• Telegram Channel Scraper

Building an AI agent with its own wallet? The YouTube and Google Trends data is also sold per call over x402 (USDC on Base, no account): see scrapemole.pages.dev. Questions or a missing field? Open an issue on this Actor. ScrapeMole is the maker of this Actor.