Amazon Product Scraper

Scrape Amazon product data at scale — by keyword, ASIN, or URL — across 18 marketplaces. This actor returns clean, flat JSON for every product: title, price, list price, discount %, rating, review count, Best Sellers Rank, seller, FBA/Prime status, images, variants, bullets, and full description. Output is MCP-friendly, so you can call this actor directly from Claude, ChatGPT, or any AI agent that speaks the Model Context Protocol.

Built for ecommerce sellers, arbitrage hunters, price trackers, brand analysts, and AI agents that need reliable, predictable Amazon data at $0.004 per product — no setup fees, no per-offer upcharges, no surprise bills.

What does Amazon Product Scraper do?

The actor runs on Apify and scrapes Amazon product pages without hitting any restricted or proprietary API. You can feed it:

• A search keyword — e.g. wireless earbuds — and it paginates search results up to your page limit.
• A list of ASINs — and it resolves each one on your chosen marketplace.
• Direct Amazon URLs — product, search, or category pages.

For each product found it returns a structured record with every commercial signal you actually use for pricing, ranking, and competitive research. You get the output as JSON, CSV, Excel, or via the Apify API.

Supports 18 Amazon marketplaces: US, UK, DE, FR, CA, ES, IT, JP, AU, IN, MX, BR, NL, SE, PL, TR, AE, SG.

Why use this Amazon scraper?

• Flat, agent-friendly JSON — no deeply nested objects that LLMs get lost in.
• Predictable pricing — one billable event per product ($0.004). No hidden per-offer, per-seller, or per-delivery upcharges.
• Residential proxies by default — datacenter IPs are blocked by Amazon in 2026; this actor ships with the right defaults.
• Session pooling with auto-retirement — 403/429/captcha pages retire sessions cleanly and retry with a fresh IP, keeping success rate high.
• Works for every use case: price tracking, arbitrage research, catalog enrichment, brand monitoring, review signal analysis, training data for AI models.
• MCP-ready — call the actor directly from Claude or any MCP client via apify--amazon-product-scraper.

How to use Amazon Product Scraper

1. Click Try for free on the actor page.
2. Open the Input tab.
3. Pick one input mode:
   • Search query — type a keyword like running shoes.
   • ASIN list — paste 10-character ASIN codes (e.g. B08N5WRWNW).
   • Start URLs — paste Amazon product, search, or category page URLs.
4. Choose your marketplace (defaults to US).
5. Set Max products (start small — 10 or 25 — to verify output).
6. Click Start and wait. Typical run: 5–20 seconds per product with residential proxies.
7. Download the dataset as JSON, CSV, Excel, or XML from the Output tab, or pull it via the Apify API.

Input

The actor accepts the following fields. You can provide any combination of searchQuery, asins, and startUrls — they all feed into the same output dataset.

{
    "searchQuery": "wireless earbuds",
    "asins": ["B08N5WRWNW", "B09G9HD6PD"],
    "startUrls": [
        { "url": "https://www.amazon.com/dp/B0B3BVWJ6Y" },
        { "url": "https://www.amazon.com/s?k=mechanical+keyboard" }
    ],
    "country": "US",
    "maxResults": 50,
    "maxSearchPages": 3,
    "scrapeProductDetails": true,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
}

Field	Type	Purpose
searchQuery	string	Keyword to search Amazon with. Paginated.
asins	array of strings	10-char ASIN codes to resolve on the selected marketplace.
startUrls	array	Direct product / search / category URLs; domain overrides country.
country	enum	One of 18 marketplace codes (US, UK, DE, FR, CA, ES, IT, JP, AU, IN, MX, BR, NL, SE, PL, TR, AE, SG).
maxResults	integer	Hard cap on products returned. 1 billable event per product.
maxSearchPages	integer	Max search/category pages paginated per seed URL.
scrapeProductDetails	boolean	Fetch each product's full detail page. false = search-page preview only (faster, cheaper, shallower).
proxyConfiguration	object	Defaults to Apify Residential. Datacenter proxies are blocked by Amazon.

Output

Each product is pushed to the dataset as a single flat JSON object. Example:

{
    "asin": "B08N5WRWNW",
    "title": "Apple AirPods Pro (2nd Generation) Wireless Earbuds",
    "url": "https://www.amazon.com/dp/B08N5WRWNW",
    "marketplace": "US",
    "brand": "Apple",
    "price": 199.99,
    "listPrice": 249.00,
    "currency": "USD",
    "discountPercent": 20,
    "rating": 4.7,
    "reviewCount": 85432,
    "boughtInPastMonth": "100K+ bought in past month",
    "availability": "In Stock",
    "inStock": true,
    "isPrime": true,
    "seller": "Amazon.com",
    "isFBA": true,
    "bestSellerRank": [
        { "category": "Electronics", "rank": 1 },
        { "category": "Earbud & In-Ear Headphones", "rank": 1 }
    ],
    "bullets": [
        "Active Noise Cancellation reduces unwanted background noise",
        "Adaptive Transparency lets outside sounds in while reducing harsh noises"
    ],
    "description": "Redesigned for even more magic…",
    "images": [
        "https://m.media-amazon.com/images/I/61SUj2aKoEL._AC_SL1500_.jpg"
    ],
    "thumbnail": "https://m.media-amazon.com/images/I/61SUj2aKoEL._AC_SL1500_.jpg",
    "variants": [{ "asin": "B0BDHWDR12", "label": "White" }],
    "breadcrumbs": ["Electronics", "Headphones", "Earbud Headphones"],
    "sourceType": "search",
    "scrapedAt": "2026-04-24T04:20:00.000Z"
}

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel from the Apify Console Output tab, or retrieve it via the dataset API.

Data table

Field	Type	Notes
asin	string	Amazon Standard Identification Number (always present)
title	string	Product title
url	string	Canonical product URL
marketplace	string	US, UK, DE, FR…
brand	string | null	Brand / manufacturer
price	number | null	Current price in marketplace currency
listPrice	number | null	Original (strike-through) price
currency	string	ISO currency code
discountPercent	number | null	Computed from price vs listPrice
rating	number | null	0–5
reviewCount	integer | null	Total customer ratings
boughtInPastMonth	string | null	Amazon's purchase-frequency badge
availability	string | null	Stock status text
inStock	boolean | null	Parsed stock flag
isPrime	boolean | null	Prime eligibility
seller	string | null	Merchant name
isFBA	boolean | null	Fulfilled by Amazon
bestSellerRank	array | null	[{category, rank}]
bullets	string[] | null	Feature bullet points
description	string | null	Long description
images	string[] | null	Hi-res image URLs
thumbnail	string | null	Primary image URL
variants	array | null	Size / colour / style variants
breadcrumbs	string[] | null	Category path
sourceType	enum	search | category | product | asin
scrapedAt	ISO 8601	UTC timestamp

How much does it cost to scrape Amazon?

Billing is pay-per-event:

Event	Price	Charged when
Actor start	$0.00005	Once per run, per GB RAM (effectively free)
Product scraped	$0.004	Per product successfully returned to the dataset

Example runs:

• 25 products for a competitive-pricing check → ~$0.10
• 100 products for a brand catalog audit → ~$0.40
• 1,000 products for a keyword-category deep-dive → ~$4.00

No per-offer, per-seller, or per-delivery-location upcharges. What you see is what you pay.

Apify's Free plan includes $5/month in platform credits — enough to scrape ~1,250 products for free every month.

Tips & advanced options

• Start small. Run with maxResults: 5 first to confirm the output shape matches what your pipeline expects.
• Use scrapeProductDetails: false for rapid keyword-scale runs when you only need search-page fields (title, price, rating, thumbnail). Roughly 3× faster.
• Residential proxies are mandatory for reliable Amazon scraping in 2026. The default proxy config ships correct — override only if you know what you're doing.
• Cap maxSearchPages at 7 for search queries — Amazon caps most keyword searches at ~7 pages of results anyway, so higher values waste compute.
• Mix inputs freely. You can pass searchQuery + asins + startUrls in the same run; all products feed the same dataset.
• For category pages, pass the category URL in startUrls rather than scraping the search endpoint — deeper and more consistent pagination.

Use with AI agents and MCP

This actor is exposed on the Apify MCP server as apify--amazon-product-scraper. Any Claude, ChatGPT, or Cursor agent connected to Apify MCP can call it like any other tool. Output is intentionally flat and bounded per record for agent-friendly consumption.

Pair with:

• khadinakbar/amazon-reviews-scraper for customer review and sentiment data
• khadinakbar/google-shopping-scraper for cross-channel price comparison

FAQ

Is scraping Amazon legal? Scraping publicly visible product pages for personal research, price comparison, and competitive analysis is generally accepted. You are responsible for complying with Amazon's Conditions of Use, applicable laws (GDPR/CCPA), and any robot-exclusion directives relevant to your jurisdiction and use case. This actor does not bypass logins, paywalls, or DRM.

Why is my run returning fewer results than maxResults? Amazon caps search pagination at ~7 pages, category pages at varying limits, and some products are blocked mid-scrape. The actor pushes every successful scrape even if it can't hit the target exactly.

Why should I use residential proxies? Amazon's bot detection actively blocks datacenter IP ranges. Residential proxies rotate real consumer IPs and consistently yield 95%+ success on product and search pages.

Can I scrape Amazon reviews with this actor? No — this actor focuses on product data. For customer reviews, use khadinakbar/amazon-reviews-scraper.

Which currencies are supported? Whatever currency the marketplace sells in — USD, GBP, EUR, CAD, AUD, JPY, INR, MXN, BRL, SEK, PLN, TRY, AED, SGD.

Support

Found a bug, missing field, or a marketplace you need? Open an issue on the Apify Store listing (the Issues tab under this actor). Feature requests with specific use cases get prioritized.

---

Disclaimer: This actor is not affiliated with, endorsed by, or sponsored by Amazon.com, Inc. All trademarks and registered trademarks are the property of their respective owners. Use responsibly and in compliance with Amazon's Terms of Service.