Top 10 Best Amazon Scrapers: Tools for Effective Data Extraction

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, CSV, XHR, or Markdown output, 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 the 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
• Free plan option

Pricing

Decodo’s plans start from $0.09/1K requests. Users can activate a free plan that allows them to test drive the Amazon Scraping API.

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

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

4. ScrapingBee

ScrapingBee is an API-driven platform that gets rid of the hassle of managing infrastructure when automating data collection. It's built to handle JavaScript rendering, proxy management, and anti-bot measure bypassing.

The API is designed to simplify how tech teams scrape data. So much, in fact, that even beginners can pick up and play without much effort. However, because the solution takes the complexity out of scraping, it works best with small-to-mid sized data collection projects.

Key features

• Headless browser and JavaScript rendering support
• Automatic datacenter and residential proxy rotation
• CAPTCHA handling and reCAPTCHA bypassing
• AI-powered scraping with plain prompts
• No-code tools available
• Structured JSON output and screenshot capture
• Technical support available via email, ticket system, and dedicated account managers (higher tier users only)
• Free trial available with 1,000 free credits, valid for 14 days

5. 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

6. Scrape.do

Scrape.do offers a dedicated Amazon Scraper API that delivers structured JSON data for product pages, search results, and seller offers across all 21 Amazon marketplaces. The API automatically handles anti-bot protections like AWS WAF and CAPTCHAs, returning clean data including titles, prices, ratings, images, ASINs, and specifications. A key advantage is ZIP code-level geo-targeting, allowing access to location-specific pricing, stock, and shipping details, along with multi-language support for international tracking. With fast response times (~3 seconds) and a free tier that includes 1K requests with full feature access, Scrape.do is a strong option for scalable, developer-focused Amazon data extraction.

Key features

• Structured JSON endpoints for product pages, search results, and seller offers
• ZIP code-level geo-targeting across 21 Amazon marketplaces
• Fast response times averaging around 3 seconds
• Free tier with 1K monthly requests and full feature access
• Automatic CAPTCHA solving and anti-bot bypass (including AWS WAF)
• Multi-language support for marketplace-specific queries
• Pay-per-success billing – failed requests aren’t charged
• Open-source code examples available

7. 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

8. 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

9. 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 customization 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

10. 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