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Top 5 Amazon Scraper APIs


Discover the top 5 Amazon scraper APIs of 2025, including Traject Data’s Rainforest API. Learn how these tools simplify data extraction, tackle scraping challenges, and provide structured, actionable insights to drive your business forward.

Top 5 Amazon Scraper APIs

Amazon dominates the online retail space. As of 2025, Amazon holds 37.6% of the US e-commerce market, making it the largest player, significantly ahead of its closest competitor, Walmart. With over 310 million users worldwide and 353 million products sold, Amazon’s reach is unparalleled. 89% of consumers prefer Amazon over other online retailers. Beyond e-commerce, Amazon holds 10.4% of the overall US retail market, cementing its influence across the retail industry.

Amazon’s pricing strategies and vast data repository profoundly shape the retail market, influencing consumer expectations and pushing competitors to adapt—a phenomenon often referred to as the “Amazon Effect.” This dominance makes publicly available data from Amazon’s site incredibly valuable for businesses seeking to optimize their strategies.

Benefits of Using Amazon Data APIs

Writing and maintaining your own scraping scripts is a labor intensive task. When scraping data from Amazon, you face a list of challenges:

  • Dynamic page structure: Frequent website updates can break scrapers relying on specific HTML elements. Additionally, Amazon uses A/B testing to evaluate layouts and features.
  • CAPTCHA and anti-scraping mechanisms: Automated scraping attempts are often blocked by CAPTCHAs or other anti-bot techniques.
  • Rate limiting: Amazon may throttle requests, slowing down data extraction if not managed properly.
  • Legal considerations: While scraping public product data is generally allowed, understanding Amazon’s terms of service is essential to avoid compliance issues.
  • Data cleaning and validation: Scraped data may require extensive processing to remove irrelevant information and ensure accuracy.
  • Scalability issues: Extracting large data volumes can become computationally expensive without efficient techniques or cloud-based solutions.
  • And the list is constantly evolving as Amazon develops new ways to combat scraping scripts.

Using a web scraping API tailored for Amazon’s complex structure simplifies these challenges, offering cost-effective, scalable solutions.

Key Criteria for Choosing an Amazon Scraper API

Not all scrapers are created equal. When selecting an Amazon data provider, consider these factors:

  • Reliability: Ensure the API delivers real-time data with minimal latency and downtime.
  • Integrations: Look for seamless compatibility with existing tools or analytics platforms, including batch automation and delivery options.
  • Documentation and Support: Comprehensive documentation reduces the learning curve, while responsive customer support ensures prompt issue resolution.
  • Scalability and Speed: Choose a provider capable of handling large data requests without performance drops.
  • Compliance: Partner with vendors who adhere to Amazon’s terms of service. 
  • Pricing. Flexible, scalable pricing is also key, allowing you to adjust costs based on your current needs as your business grows. Before committing to a contract, leverage a free trial to explore its capabilities and assess whether it’s suitable for your needs.
  • Data cleaning and parsing. Some APIs return data in raw, unstructured formats that require additional parsing to remove extraneous information, which can slow down analysis. Advanced APIs streamline this by automating the parsing process, providing ready-to-analyze data from the start.

Top 5 Amazon Data APIs for 2025

1. Traject Data Rainforest API

  • Key Features: Pre-configured for e-commerce, real-time data retrieval.
  • Best For: Retailers needing actionable, real-time e-commerce data. Seamlessly integrates with analytics and reporting tools.
  • Trial Availability: Free trial with a detailed demo available.

2. Oxylabs 

  • Key Features: High-performance data extraction, structured JSON output, geo-targeting.
  • Best For: Proxy management.
  • Trial Availability: 7-day free trial with 5,000 requests.

3. Bright Data 

  • Key Features: Rapid extraction of product details, prices, reviews, and seller information.
  • Best For: Fast, large-scale data retrieval.
  • Trial Availability: No free trial.

4. ScraperAPI

  • Key Features: Scalable, anti-bot measures, proxy management.
  • Best For: Market research, trend monitoring, and competitor analysis.
  • Trial Availability: Limited free plan available.

5. DataForSEO

  • Key Features: Reliable e-commerce data retrieval, customizable API options.
  • Best For: Businesses seeking SEO insights alongside Amazon data.
  • Trial Availability: Free trial available with limited requests.

Amazon Data Collection APIs Compared

Traject Data Rainforest API Oxylabs Bright Data ScraperAPI DataForSEO
Key Features Real-time, pre-configured for e-commerce High-performance, geo-targeting Rapid extraction, structured output Scalable, anti-bot measures Reliable, customizable e-commerce data retrieval
Supported Locations Global Over 200 195 Global Global
Output Formats JSON, CSV JSON JSON, CSV, Excel JSON JSON, CSV, Excel
Free Trial Free trial available 7-day free trial No free trial Limited free plan available Free trial available
Best For Retailers needing real-time, actionable data Proxy Management Market research Trend monitoring SEO insights and Amazon data
Ease of Use User-friendly, Easy to integrate Requires technical expertise Requires technical expertise User-friendly User-friendly
Integrations Seamless with analytics tools Compatible with Python, Java Wide language support RESTful API support SEO and e-commerce platforms
Documentation & Support Detailed docs, dedicated support Comprehensive, 24/7 support Detailed guides, live support Well-documented, chat support Well-documented, dedicated support
Data Parsing Fully structured, real-time updates Structured JSON output Extracts structured data Parses raw HTML/JSON data Structured output with SEO insights

Get Real-Time Amazon Data with Traject Data

Modern Amazon Data Collection APIs eliminate the complexities of manual scraping, offering streamlined, organized data collection tailored to your business needs. Among them, Traject Data’s Rainforest API stands out with its pre-configured e-commerce focus, real-time updates, and ease of integration, making it a top choice for retailers and analysts alike. Click here to get started.

Ready to See What Traject Data Can Help You Do?


We’re your premier partner in web scraping for SERP data. Get started with one of our APIs for free and see the data possibilities that you can start to collect.


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