Top 10 Best Amazon Scrapers: Tools for Effective Data Extraction
Amazon recently announced $180.2 billion in net sales for Q3 2025, an impressive 13% increase from last year, meaning that competition on the platform is getting tough. Extracting accurate product data from Amazon can help businesses track demand, maintain competitive pricing, and make smarter decisions. But with so many options flooding the market, choosing the best tool for your specific needs can be overwhelming. To help you decide, we’ll compare some of the best Amazon scraping APIs available today, covering their features, response quality, pricing, and ease of use.
What is Amazon scraping?
Amazon web scraping is the process of extracting publicly available product, pricing, and seller data from Amazon’s website. Businesses use this data for competitive intelligence, pricing strategies, and market analysis.
However, scraping data from Amazon presents unique challenges due to strict access controls, dynamic content, and legal restrictions.
Why do you need an Amazon scraping tool?
Amazon scraping tools allow businesses and individuals to gain a competitive edge by automating the collection of valuable data. Here are some of the most popular use cases:
- Competitive intelligence. Analyze competitors’ pricing, product offerings, and promotions to fine-tune your strategy.
- Trends monitoring. Identify emerging trends by tracking product popularity, ratings, and review patterns over time.
- Brand and seller monitoring. Manage your reputation and find partnership opportunities by collecting data on seller performance, shop ratings, and product reviews.
- Keyword research. Discover high-performing keywords to optimize your product listings and boost visibility.
With an Amazon scraping tool, like an Amazon scraper API, you can extract a wide range of data that forms the foundation for smarter decision-making, giving you actionable insights to grow your business.
How to choose the best Amazon scraper?
Look for these key aspects when choosing an Amazon scraper:
- Success rate and stability. Scrapers vary in extraction consistency and uptime. Check reported success rates and error handling.
- Speed. Response times differ across providers. Consider whether sub-second performance matters for your use case.
- Scalability. Some scrapers have rate limits or performance issues at higher volumes. Verify concurrent request support.
- Ease of use. Setup time ranges from minutes to days, depending on the tool's architecture and documentation quality.
- Pricing. Models include subscription, pay-per-request, and tiered plans. Costs scale differently based on volume.
- Additional features. Scheduling, bulk operations, and export formats are standard in some tools, optional or lacking in others.
- Customer support. Support quality varies. Some providers offer 24/7 assistance, others provide documentation only.
Consider these factors and find an Amazon scraper that aligns with your goals and streamlines your data collection process.
Best Amazon scrapers in 2026
We’ve compiled a list of the 10 best Amazon scraper providers for 2026. Each provider has been selected based on its tool’s features, reliability, and overall value, catering to various needs and budgets.
1. Decodo
Decodo's Amazon scraping API provides the best time to value by providing a powerful tool at a competitive price. The tool extracts everything from product listings and prices to reviews and search results from Amazon.
The API includes JavaScript rendering, geo-targeting across 195+ locations, and integrates with Python, cURL, and Node.js. Data returns in HTML, JSON, or CSV format, and the API supports both synchronous and asynchronous requests to fit different workflow requirements.
Key Features
- Integrated proxy pool of 125M+ IPs from 195 locations
- IP geolocation targeting by continent down to ZIP code level
- Automated proxy management
- HTML, JSON, CSV, XHR, or Markdown output
- Headless browser scraping with integrated fingrprinting
- JavaScript rendering
- API Playground
- Unlimited concurrent threads
- No CAPTCHAs or IP blocks
- Synchronous and asynchronous sessions
- AI-ready automation and workflow integrations
- 24/7 tech support, hands-on Discord community, and Knowledge Hub
- 7-day free trial, 14-day money-back option
Pricing
With Decodo, you can choose between the budget-friendly Core plan, or the Advanced plan for large-scale scraping with all the bells and whistles.
Decodo’s plans start from $0.08/1K requests. New users can claim a 7-day free trial with 1K requests and all Advanced plan features.
Pros
Cons
Competitive pricing, starting at $0.08/1K requests
API usage may require basic technical knowledge
99.99% success rate
Limited free trial
Down to ZIP level geo-targeting
Automatic IP rotation from 125M+ IP pool
Synchronous and asynchronous scraping
Results in HTML, JSON, CSV, XHS, and Markdown
24/7 customer support
Try our Amazon scraper API
Claim your 7-day free trial with 1K requests and all Advanced plan features.
2. Oxylabs
Known for its scalability and reliability, Oxylabs supports a wide range of scraping use cases, making it ideal for enterprises looking for a premium Amazon scraping solution. Its intuitive integration process includes support for Python and other programming languages.
Oxylabs’ Amazon Scraper API is built for high-performance data extraction, delivering structured information from product pages, search results, bestsellers, and reviews in JSON format. It ensures efficient data retrieval with advanced features like JavaScript rendering, geo-targeting, and CAPTCHA handling.
Key features
- 177M residential and datacenter proxy pool
- Geo-targeting across 195 countries
- Automatic CAPTCHA handling
- JavaScript rendering
- AI-powered scraping (with higher-tier plans)
- High request rate limits
- Supports data parsing in JSON
- Scheduler for automated crawling
- Dedicated account manager (for mid and high-tier plans)
- 24/7 support via chat or email
- Premium proxy network
- Pay only for successful results
- 7-day free trial available
Pros
Cons
High success rates and reliability
Higher pricing compared to other providers
Very large global IP pool
JavaScript rendering costs more
Best suited for enterprise-scale workloads
Advanced features mostly in higher-tier plans
Fast response times and strong infrastructure
Dedicated account manager for premium plans
3. Bright Data
Bright Data offers one of the fastest solutions for Amazon data scraping, with APIs optimized for rapid extraction of product details, prices, reviews, and seller information. It features IP rotation, CAPTCHA solving, and JavaScript rendering for smooth and reliable performance even at large scale.
Bright Data’s structured outputs, available in JSON, NDJSON, and CSV formats, are well-suited for large-scale operations. Its platform is designed for businesses of all sizes, offering flexibility and advanced options for seamless integration across popular programming languages.
Key features
- Optimized for high-speed scraping
- 150M global IP pool of residential, datacenter, and mobile proxies
- Full JavaScript rendering
- Intelligent IP rotation and CAPTCHA solving
- Structured data outputs
- Advanced request routing for high-volume tasks
- Supports batch jobs and automated scheduling
- 24/7 technical support via emails
- 3-day limited trial
Pros
Cons
Fast performance
More expensive than most competitors
Large global IP pool (150M+)
Complex pricing structure may confuse beginners
Strong CAPTCHA and anti-bot bypassing
Strict KYC measures
Supports millions of requests per day
Requires technical setup for advanced flows
Multiple output formats
No phone/live chat support on basic tiers
4. ScraperAPI
Tailored for scalability, ScraperAPI is great for businesses conducting market research, competitor analysis, or trend monitoring. Its user-friendly setup and automation capabilities make it a reliable choice for comprehensive data extraction tasks.
ScraperAPI’s Amazon Scraper simplifies the data collection process with features like scraping task scheduling, anti-bot measures, and high success rates. Users can extract structured data, including product details, reviews, search results, and pricing, all in JSON format.
Key features
- Automatic proxy rotation from 40M IP pool
- IPs from 50 countries
- Anti-bot detection and JavaScript rendering
- JSON output for structured data
- Advanced scheduling capabilities
- No-code tools available
- High success rate for Amazon scraping
- API Playground and DataPipeline tools
- 24/7 live chat and email support
- Easy API integrations for developers
- 7-day trial with 5K API credits
Pros
Cons
Easy to set up and beginner-friendly
Credits can be consumed quickly on complex requests
No-code and low-code tools are available
JavaScript rendering consumes more credits
High success rate on Amazon scraping
Limited regions (US/EU) on lower tiers
Affordable entry plan with free trial
Free plan (1k credits/month)
5. Zyte
Zyte's Amazon scraping tools use AI to handle tricky tasks like avoiding bans, rendering JavaScript, and organizing data. The API delivers clean, structured outputs that make it easy to pull product information—titles, prices, descriptions, and reviews.
For developers, Zyte includes Scrapy Cloud to manage your scrapers at scale and Smart Proxy Manager to keep your Amazon access running smoothly. The platform works well for simple projects and larger enterprise needs alike.
Key features
- AI-powered ban avoidance
- JavaScript rendering
- Structured JSON output
- Smart Proxy Manager
- Scrapy Cloud for spider management
- Zyte API Playground
- Residential and datacenter proxies from 50 countries
- Price starting from $0.06/1K credits for non-parsed results
- 24/7 tech support via live chat and ticket system for premium users
- $5 worth of free credits to test the scraper out
Pros
Cons
Solid AI-powered ban avoidance
Pricing can vary depending on proxy type and parsing option
Reliable JS rendering capabilities
Fewer geo locations compared to competitors
Scrapy Cloud, Smart Proxy Manager and other tools
Learning curve for beginners
Not ideal for users wanting simple plug-and-play APIs
6. Shifter
Shifter’s Amazon API is designed for extracting data points like search results, product details, categories, and seller profiles. With support for JSON outputs and features like JavaScript rendering and CAPTCHA solving, it ensures reliable data collection for complex tasks.
The API adjusts its pricing based on the type of proxies and requests, offering flexibility for users with varying scraping requirements. Shifter’s documentation and multi-language support make it a versatile choice for businesses seeking scalable Amazon scraping solutions.
Key features
- JavaScript rendering
- Parsing available in JSON
- Datacenter and residential proxy options
- Flexible pricing based on proxy type
- Multi-language SDK support
- 20+ concurrent requests (depending on plan)
- Pricing starting from $0.45/1K API credits
- 24/7 tech support
- 7-day free trial for companies
Pros
Cons
Supports both datacenter and residential proxies
Smaller geolocation coverage
Up to 500 concurrent requests
Credits may be consumed quickly on complex workflows
Developer-friendly API
24/7 support
7. Octoparse
Octoparse is a no-code web scraping tool that simplifies Amazon data extraction through features like auto-detection and preset templates. Users can collect product details, prices, reviews, and ratings without requiring technical expertise.
The service includes capabilities such as IP rotation, residential proxies, automatic CAPTCHA solving, and cloud-based task execution. Its drag-and-drop interface and automation workflows make it ideal for users looking for quick and efficient scraping solutions without writing code.
Key features
- No-code visual workflow builder
- 500+ preset scraping templates
- Auto-detection of Amazon page elements
- IP rotation
- Automatic CAPTCHA solving
- Cloud execution and scheduling
- Extracts JSON, Excel, or CSV
- Image and file download support
- Runs locally or in the cloud
- Integrations with Google Sheets, Dropbox, and AWS S3
- Pricing starting from $1/API task
- Standard support on lower plans, priority support on Professional
- Free plan and trial options available
Pros
Cons
No coding required
Advanced plans are expensive
Large template library
Local tasks can be slow on large jobs
Cloud scraping and scheduling
Cloud runs are limited by the plan tier
Automatic CAPTCHA solving and IP rotation
Less flexible than API-based scrapers for developers
Integrations with Google Sheets, S3, Dropbox
Cloud tasks are limited on lower tiers
8. Apify
Apify offers the Amazon Scraper for extracting product details, prices, reviews, and ASINs. It supports multiple domains and uses IP rotation and CAPTCHA solving to ensure seamless data collection.
It outputs structured data in JSON or CSV formats and integrates seamlessly with platforms like Google Sheets, Slack, Dropbox, and AWS S3. Thanks to its scalable “Actor” architecture, Apify is well-suited for use cases such as price monitoring, market research, and competitor analysis, whether you’re running small recurring tasks or large automated workflows.
Key features
- Ready-made Amazon scraping Actors
- JSON and CSV structured outputs
- Automatic IP rotation and CAPTCHA handling
- Schedule recurring scraping tasks
- Integrations with Sheets, Slack, S3, Dropbox
- Actor-level customisation for developers
- Visual workflow support
- Pay-as-you-go resource model
- Compute unit based pricing starting from $0.2 per unit
- 24/7 via live chat, tickets, and Discord
- Free plan available
Pros
Cons
Very flexible with customizable Actors
Requires more technical knowledge than no-code tools
Integrates with many external platforms
Costs increase with compute usage
Strong cloud automation features
Third-party Amazon scrapers may be unstable
JSON and CSV output support
Pricing can be confusing
Flexible PAYG pricing
9. Nimble
Nimble’s Amazon Scraper API combines AI and natural language processing to extract data such as listings, real-time pricing, and customer reviews. With ZIP code-level targeting, it enables precise, localized data collection for businesses.
Its robust infrastructure includes built-in residential proxies and seamless cloud storage integration. Nimble is a powerful choice for tasks like inventory management, price monitoring, and trend analysis.
Key features
- AI-powered extraction using NLP
- Zip code-level geotargeting
- Built-in residential proxy network
- Structured JSON output
- Cloud storage integration
- Automated retries and anti-blocking
- Pricing from $3/1K requests
- Free credits available on signup
Pros
Cons
Precise zip code–level targeting
The credit system can be confusing
AI-powered extraction
Pricing is higher than many alternatives
Built-in residential proxies
Fewer global locations compared to some competitors
Reliable cloud infrastructure
Not ideal for small budgets
10. ScrapeStorm
ScrapeStorm simplifies Amazon data extraction with AI-powered Smart and Flowchart Modes, catering to both simple and complex tasks. Users can simulate actions like clicks and scrolling, while features like IP rotation and scheduling enhance scraping reliability.
Data can be exported in formats like Excel, CSV, or directly into databases, making ScrapeStorm a flexible choice for various needs. Its compatibility with Windows, Mac, and Linux ensures accessibility for a wide range of users.
Key features
- AI-powered Smart Mode
- Flowchart Mode for advanced workflows
- Click, scroll, and interaction simulation
- IP rotation
- Automatic scheduling
- CSV, Excel, and database export
- Multi-platform support (Windows, Mac, Linux)
- Unlimited tasks on Premium
- Pricing starting from $1.12/1K credits
- Tech support via email and ticket system
- Free trial available
Pros
Cons
Easy to use no-code tool
Not API-based, less flexible for developers
Smart and Flowchart Modes support complex tasks
Desktop app performance depends on the user's hardware
Unlimited tasks on Premium
Advanced features require paid plans
Strong export options (CSV, Excel, DB)
No built-in proxy network (requires external setup)
No cloud native support
To sum up
Choose your Amazon scraper based on what matters most for your project. Decodo offers the best balance of value, reliability, and features for most use cases. If you're optimizing for a specific metric—speed, parsing capabilities, or advanced targeting—compare the other options on this list against your requirements.
Not sure yet? Test it yourself with our 7-day free trial of the Amazon scraper.
Start collecting data right here, right now
Claim your 7-day free trial with 1K requests and all Advanced plan features.
Frequently asked questions
How to scrape Amazon ASIN?
To scrape ASINs from Amazon, use our Amazon ASIN Data API to extract relevant data, such as seller information. Register for an account if you haven’t already, claim your 7-day free trial or choose a plan, and use the browser-based API UI to send an API request. The data will be delivered in HTML or structured JSON format for easy use.
Is it legal to scrape from Amazon?
Like with most websites, people can scrape publicly available data online as long as it doesn’t break the website’s terms of service and applicable laws. Read the terms and talk to a legal professional to double-check the scope and use of the data being collected.
Can I scrape Amazon prices?
Of course! For non-technical users, APIs like Decodo’s Web Scraping API offer a simple solution for scraping Amazon prices and tracking price fluctuations without the need for complex setups.
Which Amazon scraping tool is best for beginners?
Each Amazon scraping tool has different trade-offs in pricing, features, and ease of use. The best approach is to test the options that match your requirements. Many providers offer free trials, Decodo included. Claim the Amazon scraping API’s 7-day free trial with 1K requests and full access to all Advanced Web Scraping API features.