E-commerce Marketplaces Amazon Data Extraction

Amazon product data, structured and always current

Pull prices, Buy Box status, reviews, rankings, and variations from any ASIN, keyword, or category. ScraperScoop handles Amazon's rendering and anti-bot measures so you get clean JSON back — not a blocked request.

Trusted for Amazon monitoring by
35+Amazon marketplaces covered
HourlyRefresh available
99.95%Uptime SLA
amazon-product.json
// GET /v1/amazon/product?asin=B08N5WRWNW
{
  "asin": "B08N5WRWNW",
  "title": "Wireless Noise-Cancel Headphones",
  "price": 89.99,
  "buy_box_seller": "Amazon.com",
  "rating": 4.6,
  "review_count": 18420,
  "bsr_rank": 312
}
📦 Buy Box tracked
Owner changed · 4 min ago
18,420 reviews synced
Updated hourly
🌍 35+ marketplacesamazon.com, .co.uk, .de, .in & more
🔎 ASIN, keyword & categoryQuery by any identifier
🛒 Buy Box & seller trackingOwnership and price changes
Reviews & ratingsFull history, not just a snapshot

Trusted data from leading platforms

Expedia Shopee Tripadvisor Amazon Flipkart Swiggy Zepto Blinkit Booking Airbnb MakeMyTrip Expedia Shopee Tripadvisor Amazon Flipkart Swiggy Zepto Blinkit Booking Airbnb MakeMyTrip
The problem

Amazon is one of the hardest sites to scrape reliably

High-volume anti-bot measures, region-specific markup, and constant layout tests make Amazon a common failure point for in-house scrapers.

01

Aggressive bot detection

Amazon actively fingerprints and blocks automated traffic, so naive request-based scrapers get flagged and blocked within hours.

02

Buy Box data disappears fast

The Buy Box can change sellers multiple times a day. A daily or weekly check misses most of the movement entirely.

03

Layout varies by marketplace

Amazon.com, .co.uk, and .de don't share identical markup, so a scraper built for one region often breaks silently on another.

What you can extract

Every field that matters for pricing, catalog, and review analysis

FieldDescriptionType
asinUnique Amazon product identifierCore
titleFull product title as listedCore
priceCurrent listed price, including currencyPricing
list_priceStrikethrough / original price, if shownPricing
buy_box_sellerSeller currently winning the Buy BoxPricing
ratingAverage star ratingCore
review_countTotal number of customer reviewsCore
bsr_rankBest Sellers Rank within categoryOptional
variationsSize, color, and style variant dataOptional
imagesProduct image URLs, full resolutionOptional
availabilityIn stock, limited stock, or unavailableCore
fulfillmentFBA, FBM, or Amazon-fulfilled flagOptional
sample-response.json
// Full record, single ASIN
{
  "asin": "B08N5WRWNW",
  "title": "Wireless Headphones",
  "price": 89.99,
  "list_price": 129.99,
  "buy_box_seller": "Amazon.com",
  "rating": 4.6,
  "review_count": 18420,
  "bsr_rank": 312,
  "availability": "in_stock",
  "fulfillment": "FBA"
}
E-commerce Marketplaces

Same platform, every major marketplace

The underlying infrastructure — proxies, rendering, monitoring — is shared across every marketplace we support.

How it works

From ASIN to structured record

1

Send a request

Query by ASIN, keyword, or category, and choose which fields and marketplace region you need.

2

We navigate & render

Requests route through the proxy network and render the page as Amazon would serve it to a real shopper.

3

Parsing & validation

Price, Buy Box, reviews, and ranking fields are extracted and checked against expected formats.

4

Structured delivery

You receive clean JSON or CSV — via API response, webhook, or scheduled bulk export.

Why it matters

What reliable Amazon data is worth

Hourly
Buy Box change detection
Instead of finding out days later
35+
Amazon marketplaces covered
One integration, every region
0
Blocked requests to debug
Anti-bot handling included
99.95%
Uptime SLA
Backed contractually
Common use cases

Who pulls Amazon data through ScraperScoop

💰

Repricing & Pricing Teams

Track competitor pricing and Buy Box ownership to inform automated repricing rules.

📈

Market Research

Analyze category rankings, review sentiment, and assortment trends over time.

🛡️

Brand Protection

Detect unauthorized sellers and MAP violations across Amazon listings.

🤖

AI & ML Teams

Source product and review data for recommendation models and sentiment analysis.

Technologies

Delivered however your stack needs it

REST API Webhooks JSON / CSV Amazon S3 Snowflake / BigQuery Python & Node.js SDKs
Why teams choose ScraperScoop

ScraperScoop vs. Amazon's Selling Partner API

CapabilityScraperScoopAmazon SP-API
Data on any ASIN, not just your own listings
Competitor pricing & Buy Box tracking±
No seller account required
Multi-region coverage from one API±
Review & ranking history
What customers say

Teams tracking Amazon without the blocks

★★★★★

"Our old scraper got blocked constantly. We've had zero blocked requests since switching, and Buy Box tracking alone changed how fast we reprice."

NR
Head of PricingNorthwind Retail
★★★★★

"We monitor five Amazon regions from a single integration now instead of five separate scrapers. That alone was worth the switch."

FA
Director of ResearchFairway Analytics
★★★★★

"Review data going back months, not just a snapshot, made our sentiment model dramatically more useful."

LC
ML EngineerLedgerline Capital

Try it against your own ASINs

Send us a sample list — we'll return real structured output before you commit to anything.

Frequently asked

Questions we get about Amazon data

Collecting publicly available Amazon listing data is generally lawful, but how it's collected and used matters. ScraperScoop builds in rate limiting and compliant collection practices, and we're happy to review your specific use case before you commit.
An ASIN (Amazon Standard Identification Number) is the unique product identifier Amazon assigns to each listing. Requests can be made by ASIN, keyword, or category, and every structured record returned is keyed to its ASIN for reliable matching.
Yes. Buy Box status, the winning seller, and price at time of capture are all available fields, and can be monitored on a recurring schedule to catch ownership changes as they happen.
The Selling Partner API is built for sellers managing their own listings and orders. ScraperScoop is built for tracking competitor and market-wide data you don't have seller access to — pricing, rankings, and reviews across any ASIN, not just your own.
35+ regional Amazon marketplaces are supported, including amazon.com, .co.uk, .de, .in, .ca, and .co.jp, all through the same API and schema.

Start pulling Amazon data today

Send us a sample of ASINs or categories — we'll show you real structured output before you commit to anything.

Most integrations are running within a day.

99.95% uptime SLA 35+ Amazon marketplaces Anti-bot handling included
From the blog

Insights on retail pricing strategy

🚀 Start Your Data Project

Get a Free Data Sample

See exactly what our data looks like before you commit. No credit card required, no spam — unsubscribe anytime.

  • Custom sample matching your target cuisines and cities
  • Full JSON/CSV export of live menus
  • Dedicated food data expert walkthrough
  • POC turnaround within 24 hours

Start Extracting Data Today

Tell us your requirements and get a custom quote within 2 Working Hours.