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.
Subdomains
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.
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.
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.
Compare multiple proxy providers side-by-side using the last 7 days of Amazon proxy performance data gathered with the ScrapeOps Proxy API Aggregator.
| Proxy Provider | Enabled Functionality | Cost/ Performance Score | Success Rate | Avg. Success Latency | API Credits | CPM | Provider Plan |
|---|---|---|---|---|---|---|---|
| ScrapeOps | Access all providers above through the ScrapeOps Proxy API Aggregator. We automatically match you to the best provider for each request. Learn more → | ||||||
| Zyte API | - | 82.6 | 100% | 2.6s | Tier 2 | $230 | PAYG ($23) |
| Scrapingant | - | 58.2 | 97% | 13.4s | 1 credit | $190 | Enthusiast ($19/month) |
| Scrape.Do | - | 47.6 | 85% | 4.4s | 1 credit | $290 | Basic ($29/month) |
| ScrapingBee | - | 28.8 | 100% | 5.4s | 1 credit | $327 | Freelance ($49/month) |
| Scrapingdog | - | 20.2 | 50% | 7.6s | 1 credit | $200 | Lite ($40/month) |
| ZenRows | - | 19.7 | 55% | 3.0s | 1 credit | $276 | Developer ($69/month) |
| ScraperAPI | - | 8.5 | 100% | 8.0s | 5 credits | $745 | Startup ($149/month) |
| Zenscrape | Residential | 7.2 | 100% | 3.0s | 20 credits | $1,660 | Large ($249/month) |
| Scrapfly | Residential | 2.6 | 100% | 7.2s | 27.5 credits | $2,475 | Enterprise ($500/month) |
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.
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.
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.
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
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 Web Scraping Legality
Understand the legal considerations before scraping Amazon. Review the website's robots.txt file, terms & conditions, and any past lawsuits to assess the risks. Ensure compliance with applicable laws and minimize the chances of legal action.
Legality Review
Amazon's robots.txt file sets a prohibitive environment for web scraping, and doesn't allow the generic user agents any specific access points into the website’s content. No part of Amazon is available for general purpose web scraping, as per the guidelines stated in its robots.txt file. The Amazon's terms of service do not provide clear statements about automated access and data extraction. However, Terms of Service and robots.txt only express the site's expectations and aren't automatically enforceable as absolute legal barriers for scraping publicly accessible pages, which are generally permissible in many jurisdictions as long as no authentication or access controls are bypassed.
Actual legal risks usually arise when scraping behind logins or technical access controls, accessing personal data, or bypassing restrictions. Since the provided Amazon's Terms and Conditions page lacks detail, it is recommended to treat scraping as only possible under specific conditions, such as using an official API or obtaining explicit written permission. While dealing with public pages, developers should be cautious about respectful crawling, avoiding protected sections, and handling any personal or copyrighted information carefully. A noteworthy example of a real-world implication of web scraping is the lawsuit 'Amazon.com Inc. v. Quidsi Inc.', underscoring the importance of legal considerations in data scraping practices.
Amazon Robots.txt
Does Amazon robot.txt permit web scraping?
Summary
The robots.txt file for Amazon reveals that it has set up quite a restrictive environment for automated web scrapers. The directive Disallow: / is defined, implying a sweeping restriction on all pages of the website. This rule applies to all user agents excluding certain privileged bots like Googlebot, Bingbot preventing general web scrapers from operating on the site.
There are no apparent Allow: / rules or sitemap listed for generic user agents, indicating a lack of specific access points into the site's content. Essentially, no part of Amazon is available for general purpose web scraping from the guidelines rendered in the robots.txt file. As a result, Amazon's robots.txt unequivocally signals an adamant posture opposing unrestricted web scraping, with the exception of certain whitelisted bots.
Amazon Terms & Conditions
Does Amazon Terms & Conditions permit web scraping?
Summary
The terms of service for Amazon.com include explicit statements about automated access and data extraction. The terms state:
“This license does not include any resale or commercial use of any Amazon Service, or its contents; any collection and use of any product listings, descriptions, or prices; any derivative use of any Amazon Service or its contents; any downloading, copying, or other use of account information for the benefit of any third party; or any use of data mining, robots, or similar data gathering and extraction tools.”
This covers all scraping, crawling, or bot-driven collection across both public and logged-in parts of the site because it applies to all “Amazon Services.” While enforceability can depend on whether a user has explicitly agreed (for example, by creating an account or otherwise using the site), Amazon frames this restriction as broadly applicable.
Amazon does offer official APIs for approved partners (such as the Product Advertising API or Selling Partner API), and the Conditions of Use include “Agent” requirements that prohibit bypassing protective measures. For example:
“Not circumvent or otherwise avoid any measure intended to block, limit, modify, or control whether and how Agents access, use, or interact with an Amazon Service.”
The Agent Terms also require automated tools to identify themselves in the user agent string as “Agent/[agent name].” Violations can lead to consequences including IP blocking or account-level actions—Amazon “reserves the right to refuse service, terminate accounts, [and] terminate your rights to use Amazon Services.” In sum, scraping is forbidden without Amazon’s express written permission or participation in an approved API program under its separate terms.
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
More Links
Amazon Github Repos
Find the best open-source scrapers for Amazon on Github. Clone them and start scraping straight away.
Language
Code Level
Stars
amazon-scraper
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
3 years ago
amazon-scraper
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
2 years ago
amazon-reviews-scraper
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
8 years ago
amazon-product-api
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
6 years ago
amazon-review-scraper
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
5 years ago
amazon-scraper
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
5 years ago
amazon-python-scrapy-scraper
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
5 years ago
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.
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.
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.
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.
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.
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.
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.
1 min to read
geeksforgeeks.org
Amazon Web Scraping Videos
Find the best web scraping videos for Amazon. Learn how to get started scraping Amazon.
Language
Code Level
How I Scraped Amazon Without Getting Blocked | Python Proxy
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.
6 months ago
🛒 How to Scrape Amazon Product Reviews (No Code)
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.
9 months ago
Scrape Amazon Product Data (Title, Price, URL, ASIN) with Octoparse
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.
9 months ago
Scraping AMAZON becomes EASY with Octoparse!
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.
1 year ago
How to Scrape Amazon Using AI (with least manual coding) 🔥
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.
1 year ago
How to Scrape Amazon With Python Requests and BeautifulSoup
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.
1 year ago
How to Scrape Amazon Reviews in 90 Seconds
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.
2 years ago