Amazon Scraper - Product Prices, BSR & Sales Estimates

What is Amazon Scraper?

Amazon Scraper is a tool that lets you scrape product data from Amazon: title, brand, price, list price, discount, coupon, star rating, review count and star breakdown, Best Sellers Rank, Amazon's bought in past month figure, estimated monthly sales and revenue, categories, bullet points, description, specs, variants, images, availability, seller, Prime and FBA. Add keywords, product links or ASINs, click Start, and download the products as Excel, CSV or JSON.

• 📈 Sales estimates: monthly units and revenue for every product with a Best Sellers Rank, calibrated against Amazon's own bought-in-past-month figures
• 🌍 20 Amazon stores: US, UK, Germany, France, Italy, Spain, Canada, Mexico, India, Brazil, Japan, Australia, UAE, Saudi Arabia, Netherlands, Sweden, Poland, Turkey, Singapore and Egypt, each in its own language, currency and local delivery
• 🔎 Three ways in: keywords, product links or ASINs
• ⚡ Fast: 100 products in under a minute at the default settings (our tests)
• 🔓 No login: no Amazon account needed
• 💸 Free to try: the $5 of free usage every Apify account gets each month covers up to about 900 products

What can Amazon Scraper do?

• Scrape Amazon search results for any keyword, with every product's full details
• Scrape Amazon product pages from a list of links or ASINs
• Estimate Amazon sales and revenue to size a niche before you enter it
• Track Amazon prices, discounts, coupons and stock across a list of products every day
• Track Best Sellers Rank in the main category and every subcategory
• Scrape Amazon product details: bullet points, descriptions, specs, variants and images
• Compare Amazon prices across countries in 20 Amazon stores
• Export to Excel, CSV, JSON, HTML or XML, or send the data to Google Sheets, Make, Zapier and more

What data can you extract from Amazon?

🔖 ASIN, title, brand	💲 Price, list price, discount	🎟️ Coupon
⭐ Rating and review count	📊 Star breakdown (5 to 1)	🏆 Best Sellers Rank, every category
🛒 Bought in past month	📈 Estimated monthly sales	💰 Estimated monthly revenue
🗂️ Category path	📝 Bullet points and description	📋 Specs table
🎨 Variants with their ASINs	🖼️ Images	📦 Availability and stock left
🏪 Sold by and ships from	✅ Prime and FBA	🏅 Badges (Amazon's Choice, Best Seller)
🔗 Related products	🔍 Search keyword and position	📢 Sponsored flag

How to scrape Amazon products

1. Create a free Apify account.
2. Open Amazon Scraper.
3. Enter keywords, paste product links, or list ASINs.
4. Pick the Amazon store and, for keywords, how many products you want per keyword.
5. Click Start, then download the products as Excel, CSV, JSON or HTML.

How much does it cost to scrape Amazon products?

You pay $5.55 per 1,000 products, plus a start fee of $0.10 per run at the default settings. The Apify platform usage of the run is paid separately, on top of the product price.

Example: 1,000 products cost $5.55, plus the $0.10 start fee and the run's platform usage. Products that could not be scraped are not charged, and Max results per keyword (or a maximum cost per run) keeps each run within your budget.

Every Apify account gets $5 of free usage each month, enough for up to about 900 products. See the Pricing tab for details.

⬇️ Input

Setting	What it does
Keywords	Search terms, like garlic press. Every result is scraped in full
Start URLs	Product links, like https://www.amazon.com/dp/B00HEZ888K
ASINs	Product IDs, like B00HEZ888K, read on the chosen marketplace
Max results per keyword	How many products to scrape for each keyword (default 50, up to 500)
Full per-product detail	On (default): every search result is read in full. Off: the search list's data only (title, price, rating, image), much faster
Marketplace	The Amazon store, for keywords and ASINs (default amazon.com)
Run speed	Higher is faster. The default works for most runs

Connection settings - the default works for most runs.

Every result for two keywords:

{
  "keywords": ["garlic press", "yoga mat"],
  "maxResultsPerKeyword": 100,
  "marketplace": "com"
}

A list of ASINs on amazon.de:

{
  "asins": ["B08J7PQGD7", "B0BR3L78XN"],
  "marketplace": "de"
}

Product links:

{
  "startUrls": [
    {"url": "https://www.amazon.com/dp/B00HEZ888K"},
    {"url": "https://www.amazon.com/dp/B0BZYCJK89"}
  ]
}

⬆️ Output

One row per product:

{
  "asin": "B0DJ28XG7Z",
  "url": "https://www.amazon.com/dp/B0DJ28XG7Z",
  "title": "Kitchen Garlic Press, Rust Proof & Dishwasher Safe Garlic Mincer, Durable Garlic Crusher Set with Peeler & Brush",
  "brand": "SRISE",
  "price": "$6.99",
  "list_price": "$7.99",
  "discount_percent": 13,
  "coupon": null,
  "rating": 4.6,
  "review_count": 1477,
  "review_distribution": {"5_star_pct": 78, "4_star_pct": 11, "3_star_pct": 5, "2_star_pct": 2, "1_star_pct": 4},
  "best_sellers_rank": [
    {"rank": 1056, "category": "Kitchen & Dining"},
    {"rank": 5, "category": "Garlic Presses"}
  ],
  "bought_in_past_month": "3K+",
  "estimated_monthly_sales": 2872,
  "estimated_monthly_revenue": "$20,075.28",
  "categories": ["Home & Kitchen", "Kitchen & Dining", "Kitchen Utensils & Gadgets", "Seasoning & Spice Tools", "Garlic Tools", "Garlic Presses"],
  "features": ["GARLIC PRESS SET: Choose the ergonomic and streamlined design garlic press ...", "..."],
  "description": null,
  "specs": {"Brand Name": "SRISE", "Model Number": "JG-GP-01", "Material Type": "Zinc", "Item Weight": "0.25 kg", "...": "..."},
  "variants": [{"asin": "B0DJ2BL89S", "dimensions": ["Copper"]}, {"asin": "B0DJ28S4WT", "dimensions": ["Black"]}],
  "images": ["https://m.media-amazon.com/images/I/...jpg"],
  "availability": "In Stock",
  "stock_left": null,
  "sold_by": "SRISE",
  "ships_from": "Amazon",
  "is_prime": true,
  "is_fba": true,
  "badges": null,
  "related_asins": ["B0...", "..."],
  "search_keyword": "garlic press",
  "search_position": 3,
  "sponsored": false,
  "scraped_at": "2026-10-02T08:34:20+00:00"
}

Prices, availability and text are what a shopper in the marketplace's country sees, in that store's language and currency. The Overview, Sales intelligence and Catalog tabs show the most useful columns as tables. Products that could not be scraped are not added to the dataset, and the run's summary report lists them.

How are monthly sales estimated?

Each product's Best Sellers Rank in its main category is turned into monthly units with a curve per category, fitted to Amazon's own bought-in-past-month figures. Revenue is units times the current price. The estimate is good for ranking products and sizing a niche; a single product's real sales can be about 55% above or below it. Estimates are available on amazon.com, .co.uk, .de, .fr, .it, .es, .ca, .com.mx and .in, for most main categories.

How can I use Amazon product data?

• Product research for sellers: find niches with high sales and few strong competitors
• Competitor and brand monitoring: prices, discounts, stock, ranks and ratings every day
• Pricing analysis: list price, discount and coupon side by side for thousands of products
• Catalog building: specs, bullet points, variants and images for your own listings or a comparison site
• Market research: compare the same products across 20 Amazon stores

Scrape more e-commerce data

Actor	What it gets
Amazon Reviews Scraper - Ratings, Verified Purchases & Images	Amazon customer reviews: text, star rating, author, date, verified purchase, photos
Walmart Scraper - Products, Prices, Stock & Reviews	Walmart products by keyword, category, link or item ID: price, stock, seller, ratings
Target Scraper - Target.com Products, Prices & Stock	Target.com products: prices, availability, ratings, specs and promotions
eBay Scraper - Listings, Prices, Shipping & Sellers	eBay listings in 8 marketplaces: price, shipping, condition and seller ratings
Shopify Scraper - Products, Prices, Variants & Stock	Any public Shopify store's catalog: prices, variants, images and availability

🤖 Use with AI agents (MCP)

This actor works as a tool for AI agents. Connect any MCP-compatible AI assistant or agent to the Apify MCP server at mcp.apify.com (sign in with your Apify account), and it can find this actor, fill in the input and read the results by itself. Ask in plain words, for example "Find the 20 top garlic presses on Amazon with price, rating and monthly sales", and the agent runs automly/amazon-products-scraper---fast-efficient-with-sales-data with an input like {"keywords": ["garlic press"], "maxResultsPerKeyword": 20}. Every input and output field has a plain description, so the agent knows what to type and what each column means. Agent runs cost the same as runs you start yourself.

❓FAQ

How much does it cost to scrape Amazon products?

$5.55 per 1,000 products, plus a $0.10 start fee per run and the run's platform usage. Products that could not be scraped are not charged. See How much does it cost to scrape Amazon products? above.

Which Amazon stores are supported?

amazon.com, .co.uk, .de, .fr, .it, .es, .ca, .com.mx, .in, .com.br, .co.jp, .com.au, .ae, .sa, .nl, .se, .pl, .com.tr, .sg and .eg.

How many products can I scrape per keyword?

Up to 500 products per keyword. Set Max results per keyword to the number you need (the default is 50). Product links and ASINs give one product each.

Do I need an Amazon account?

No. You don't need an Amazon account, cookies or an Amazon API key. You only need a free Apify account.

Can I get customer reviews?

Each product row has the rating, review count and star breakdown. For the reviews themselves (text, author, date, verified purchase, photos), use Amazon Reviews Scraper.

Can I get each variant's price?

Each row lists the product's variants with their ASINs and options (color, size). Add those ASINs to the input to get each variant's own price and details.

Why does a product have no Best Sellers Rank or sales estimate?

Amazon shows no rank for some products (new listings, some Amazon devices), and a few categories have no sales curve yet. The product's other fields are still filled.

Can I connect Amazon Scraper to other tools or AI agents?

Yes. Start runs and download results with the Apify API or the Python and JavaScript clients, send results to Make, Zapier, n8n, Google Sheets or Slack with Apify integrations and webhooks. AI assistants and agents can run it through the Apify MCP server, see the Use with AI agents (MCP) section above.

Is it legal to scrape Amazon?

Amazon Scraper only collects public product information that any shopper can see, such as prices, ratings and specs. Some fields, like seller names, can still count as personal data, which may be protected by laws such as GDPR, so only scrape for a legitimate reason and ask a lawyer if you are unsure. You can read more in Is web scraping legal?

Amazon Scraper is an independent tool. It is not affiliated with, endorsed by or sponsored by Amazon.

Something isn't working?

Open the Issues tab with your input and what you expected, or tell us which field you need. We read every one and usually reply within a day.

⭐ Your feedback

Have an idea or found a problem? Tell us in the Issues tab. If Amazon Scraper saved you time, a short review on the Reviews tab helps other people find it.