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Amazon
Scraping Teardown

Find out everything you need to know to reliably scrape Amazon,
including scraping guides, Github Repos, proxy performance and more.

Amazon Web Scraping Overview

Amazon implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.

Scraping Summary

Amazon is a major e-commerce platform known for its vast selection of products ranging from electronics to groceries. It is highly popular for web scraping due to the rich and diverse data it offers, such as product details, prices, and customer reviews. Amazon employs several anti-scraping measures, including IP rate limiting, CAPTCHA systems, and requiring logins for accessing certain data, which can complicate scraping efforts. To effectively scrape Amazon, one would typically use sophisticated scraping tools that can handle session management, rotate user agents, and manage proxies to circumvent anti-scraping measures. The overall difficulty of scraping Amazon is considered high due to its robust anti-scraping systems.

8 / 10

Scraping Difficulty
The difficulty score indicates how easy the website is to scrape.

Best Amazon Proxies

Proxy statistics and optimal proxy providers for scraping Amazon. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.

P

Proxy API Providers

Compare the top proxy providers for scraping Amazon. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Zyte API
Cost Per Million:
$230
Success Rate:
100%
Avg. Success Latency:
2.6s

ScrapeOps Proxy API Aggregator

Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Proxy API Comparison

Compare multiple proxy providers side-by-side using the last 7 days of Amazon proxy performance data gathered with the ScrapeOps Proxy API Aggregator.

Best Provider
Zyte API
Best Performance
Zyte API
Best Success Rate
Zyte API
Cheapest
Scrapingant
Proxy ProviderEnabled Functionality
Cost/
Performance Score
Success Rate
Avg. Success
Latency
API Credits
CPM
Provider Plan
ScrapeOpsAccess all providers above through the ScrapeOps Proxy API Aggregator. We automatically match you to the best provider for each request. Learn more →
Zyte API-82.6100%2.6sTier 2$230
PAYG
($23)
Scrapingant-58.297%13.4s1 credit$190
Enthusiast
($19/month)
Scrape.Do-47.685%4.4s1 credit$290
Basic
($29/month)
ScrapingBee-28.8100%5.4s1 credit$327
Freelance
($49/month)
Scrapingdog-20.250%7.6s1 credit$200
Lite
($40/month)
ZenRows-19.755%3.0s1 credit$276
Developer
($69/month)
ScraperAPI-8.5100%8.0s5 credits$745
Startup
($149/month)
Zenscrape
Residential
7.2100%3.0s20 credits$1,660
Large
($249/month)
Scrapfly
Residential
2.6100%7.2s27.5 credits$2,475
Enterprise
($500/month)
R

Residential Proxy Providers

Compare the top residential and mobile proxy providers for scraping Amazon. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Coming Soon
Cost Per Million:
Coming Soon
Success Rate:
Coming Soon
Avg. Success Latency:
Coming Soon

ScrapeOps Residential Proxy Aggregator

Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Residential Proxy Performance Comparisons

We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Amazon.

Amazon Anti-Bots

Anti-scraping systems used by Amazon to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.

Detected 1 Anti-bot system

Amazon Custom Anti-Bot

Amazon uses their own custom built anti-scraping system designed to hamper and/or prevent web scraping. Amazon uses a combination of techniques to detect and block scrapers. Amazon's protections can be bypassed using a number of techniques.

6/ 10

Bypass Difficulty

Bypass Options

Amazon Data

Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.

Data Types

No data types found

Public APIs

Not Available
Free API

API Description

Amazon’s official API, the Product Advertising API (PAAPI), is built for affiliates and focuses on promoting products for referral revenue. It allows retrieval of certain product details, but only when the requester meets strict performance requirements such as maintaining ongoing affiliate sales. The API does not expose full category trees, comprehensive product listings, real time pricing, stock availability, or large scale catalog data. These limitations make PAAPI unsuitable for applications that require complete, up to date marketplace data. Because Amazon does not offer a general purpose product data API, developers typically rely on web scraping or specialized third party datasets to access the information they need.

Access Requirements

Requires developer registration and ongoing affiliate sales performance. Access may be revoked if usage thresholds are not met.

API Data Available

There is no API data available.

Why People Use Web Scraping?

Since the Product Advertising API is built solely for affiliate marketing and does not expose the full product catalog, developers rely on web scraping to gather complete listings, detailed variations, prices, seller data, and category level information. PAAPI’s restrictions around performance requirements, limited query types, and incomplete data coverage make it unsuitable for broader applications such as analytics, aggregation, or large scale product intelligence. By scraping Amazon, developers can bypass API restrictions and retrieve the full amount of structured product data required for their operations, though this may require robust anti bot handling and careful rate management.

Amazon Lawsuits

Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.

Lawsuits Summary

Amazon has been involved in one legal dispute related to web scraping, targeting a company or individual who scraped its product data, pricing information, or customer reviews without authorization.

Found 1 lawsuits

Amazon Inc. v. Quidsi Inc.
settled

Amazon sued Quidsi, the parent company of Diapers.com, for scraping Amazon's product listings and prices. The case focused on the use of automated bots to collect publicly available pricing data from Amazon's website.This lawsuit highlighted the tensions between e-commerce giants and the legality of competitive price monitoring practices.

Plaintiff

Amazon.com Inc.

Defendant

Quidsi Inc.

Date filed

15 Jul 2009 - 8 Nov 2010

Legal Basis
Unfair Competition
More Links

www.reuters.com

Amazon Github Repos

Find the best open-source scrapers for Amazon on Github. Clone them and start scraping straight away.

Language
Code Level
Stars
Maintained
Last updated 1 month ago

Amazon Scraper is a tool designed to extract product data from various Amazon department pages. It allows users to retrieve detailed information such as product titles, prices, and reviews for specified categories on Amazon.


Page Types: Product Page, Product Search, Category Page, Review Page, Job Page, Job List

Language:
python
Code Level:
professional
Created
3 years ago
2.3K Stars
65 Forks
Maintained
Last updated 3 months ago

Amazon Scraper is a tool designed to collect structured product data from Amazon, enabling users to extract comprehensive details without needing coding skills. It streamlines the process of gathering product listings and offers various data export options for market research and pricing analysis.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
2 years ago
201 Stars
15 Forks
Last updated 1 year ago

Amazon Multi Language Reviews Scraper is a tool designed to fetch and collect product reviews from Amazon. It utilizes keyword searches to gather comments on various products and supports operation through VPN to bypass query limits imposed by Amazon.


Page Types: Product Page

Language:
python
Code Level:
immediate
Created
8 years ago
133 Stars
42 Forks
Unmaintained
Last updated 1 year ago

Amazon Product Api (Unofficial) is a tool that extracts product data from Amazon's search results and allows users to collect detailed information about products and their reviews using ASIN IDs. It supports scraping from various Amazon marketplaces and saves results in JSON or CSV formats.


Page Types: Product Page, Product Search

Language:
javascript
Code Level:
immediate
Created
6 years ago
726 Stars
211 Forks
Last updated 1 year ago

Amazon Review Scraper is a tool designed to extract product details and prices from Amazon.com. It utilizes Python Requests and Selectorlib to efficiently gather review data for products.


Page Types: Product Page, Review Page

Language:
python
Code Level:
professional
Created
5 years ago
69 Stars
50 Forks
Unmaintained
Last updated 2 years ago

Amazon Scraper using Selectorlib is a tool that extracts product details and prices from Amazon.com. It includes two scrapers for individual product pages and search results pages, providing data in a structured format.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
5 years ago
418 Stars
158 Forks
Last updated 3 years ago

amazon-python-scrapy-scraper is a web scraper that searches Amazon for specific keywords and extracts essential product information. The scraper retrieves data like ASIN, product name, price, and ratings from product pages across multiple result pages.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
5 years ago
89 Stars
43 Forks
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Amazon Web Scraping Articles

Find the best web scraping articles for Amazon. Learn how to get started scraping Amazon.

Language
Code Level

I Finally Found a Way to Scrape Amazon Without Going Insane | by Sherry Techdell | Medium

This article shows how to scrape Amazon effectively using Crawlbase Smart Proxy, which simplifies the process of handling complex anti-bot measures. The guide discusses best practices and offers code examples for scraping Amazon product pages and search results without getting blocked.

python

1 min to read

medium.com

How to Web Scrape Amazon with Python | ScrapingBee

This guide shows how to web scrape Amazon using Python to extract product information and other relevant data from its pages. It offers practical code examples and techniques for effectively navigating Amazon's structure.

python

30 min to read

scrapingbee.com

How to Web Scrape Product Data From Amazon: Python Guide

This tutorial shows how to efficiently scrape product data from Amazon using Python that allows users to extract essential product details for market analysis. It provides a comprehensive guide covering setup, code examples, and best practices for successful web scraping.

python

Published
12 months ago

17 min to read

oxylabs.io

How To Scrape Amazon.com Products & Reviews [2023] | ScrapeOps

This guide shows how to scrape Amazon.com for product data and reviews, providing detailed examples of building a web crawler and overcoming anti-bot measures. It covers various scraping techniques for extracting product URLs, data from search pages, product details, and reviews using Python.

python

30 min to read

scrapeops.io

How To Scrape Amazon Data using Python

This article shows how to scrape Amazon product data using Python to extract critical information such as titles, prices, ratings, and specifications. It provides practical examples and code snippets, making it accessible for users looking to gather data for e-commerce insights.

python

30 min to read

scrapingdog.com

selenium webdriver - How to scrape all of the pages on amazon from a search result with python - Stack Overflow

This article provides a solution for scraping all pages of Amazon search results using Python, focusing on improving a provided scraper code. It discusses handling pagination and using libraries like Selenium and BeautifulSoup to extract product details effectively.

python

30 min to read

stackoverflow.com

Scraping Amazon Product Information using Beautiful Soup - GeeksforGeeks

This article shows how to scrape Amazon product information using Beautiful Soup that allows users to gather product data and save it in a CSV file. It includes step-by-step guidance and code snippets to facilitate the scraping process.

python

1 min to read

geeksforgeeks.org

Page 1 of 2

Amazon Web Scraping Videos

Find the best web scraping videos for Amazon. Learn how to get started scraping Amazon.

Language
Code Level

This tutorial teaches viewers how to build a scalable web scraping pipeline using Python, focusing on techniques for bypassing bot protection and managing session rotation with residential proxies. Specifically, it demonstrates scraping data from e-commerce websites like Amazon and books.toscrape.com, addressing challenges such as CAPTCHAs and rate limits.

python
beautifulsoup4
Published
6 months ago
11 min Length
936 Likes
24.3K Views

In this video, the creator demonstrates how to scrape Amazon reviews using the no-code tool Octoparse, highlighting the extraction of review titles, content, and ratings, and how to manage pagination while ensuring ethical scraping practices. The programming language used is not specified, as it operates through a no-code platform, employing libraries or tools native to Octoparse, and the sophistication of the code is categorized as beginner due to the user-friendly nature of the tool.

Octoparse
Published
9 months ago
6 min Length
18 Likes
2.6K Views

This tutorial demonstrates how to automate the extraction of Amazon product data, including titles, prices, URLs, and ASINs, using the Octoparse web scraping tool. Through the use of XPath for data selection and pagination setup, users can efficiently scrape data for up to 420 products across multiple pages.

Published
9 months ago
8 min Length
11 Likes
1.8K Views

This tutorial demonstrates how to scrape data from Amazon using Octoparse, a low-code data extraction tool that requires no programming experience. Viewers will learn to download Octoparse, create custom scraping tasks, and use pre-built templates for Amazon.

octoparse
Published
1 year ago
7 min Length
101 Likes
9.8K Views

This tutorial teaches beginner-friendly web scraping techniques using Python, covering everything from the basics to real-world applications. It indicates upcoming advanced projects but does not specify any particular scraping methods or websites covered in the tutorial.

python
Published
1 year ago
10 min Length
85 Likes
3.1K Views

This guide explains how to scrape product data from Amazon using Python's Requests and BeautifulSoup libraries, allowing users to track product prices, analyze reviews, and monitor competitors. It covers the setup of a scraper, crawling search results, handling pagination, extracting data, and implementing features to bypass anti-bot measures.

Python
Requests
BeautifulSoup
Published
1 year ago
27 min Length
81 Likes
4K Views

This tutorial teaches viewers how to download and use a free codebase for scraping reviews from Amazon. The video emphasizes that no coding experience is required to get started with the provided instructions.

Published
2 years ago
5 min Length
45 Likes
3.5K Views
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