Amazon reviews can provide valuable insights for sentiment analysis, competitor and market research, and data enrichment for businesses to make informed decisions and improve products.
However, understanding Amazon’s Terms of Service and bypassing its anti-scraping measures can be tricky and require practical solutions.
You need to choose reliable, easy-to-use, and automated tools to scrape reviews from Amazon that deliver clean, structured data while ensuring privacy.
Looking for a fast, reliable, and no-code way to scrape Amazon reviews? ScrapeHero Cloud makes it effortless—collect thousands of reviews in just minutes! Try our Amazon review scraper and API today.
With ScrapeHero Cloud, you can download data in just two clicks!Don’t want to code? ScrapeHero Cloud is exactly what you need.
In this blog, we discuss some of the best tools for scraping Amazon reviews in the market, along with the features, pros, and cons of each.
Best Web Scraping Tools for Amazon Reviews
Using tools for scraping Amazon reviews can save you time, ensure accurate data collection, and overcome various scraping challenges. Here are the 5 best tools available in the market for scraping Amazon reviews:
1. ScrapeHero
Scrapehero is an enterprise-grade web scraping service provider that offers a comprehensive set of data extraction tools as well as customized services.
Scrapehero provides some of the best tools for scraping Amazon reviews, such as Amazon Product Reviews and Ratings Scraper, Amazon Product Reviews API, and dedicated review monitoring services for clients.
Amazon Product Reviews and Ratings Scraper
The Amazon Product Reviews and Ratings Scraper from ScrapeHero Cloud can extract Amazon product reviews without requiring users to build or maintain their scrapers.
Key Features
-
User-Friendly Interface
It is designed in such a way that even non-technical users without any coding skills can use it to extract Amazon product reviews quickly.
-
Customizable Filters
It includes built-in filters for rating, reviewer type, and text search so that users can refine the data extraction process to meet specific requirements.
-
Automated Scheduling
It also allows the users to schedule data extraction tasks on an hourly, daily, or weekly basis, ensuring up-to-date information.
Pros
-
Ease of Use
ScrapeHero’s Amazon Product Reviews Scraper provides a user-friendly interface, making it accessible for non-technical users to extract detailed reviews without coding.
-
Customizable Filters
Since it offers advanced filtering options like rating and reviewer type, the users can refine data extraction to meet specific requirements.
-
No Maintenance From User Side
The users don’t require infrastructure to update the scraper when websites change, nor do they provide any maintenance on their part.
ScrapeHero Amazon Product Reviews Scraper is designed in such a way that it can handle structure updates, anti-bot mechanisms, and blocking, ensuring uninterrupted data collection.
-
Schedule the Scraper
You can automate your data extraction by scheduling ScrapeHero Amazon Product Reviews Scraper at your preferred frequency—hourly, daily, or weekly to get updated data consistently without manual intervention.
-
Affordable Solution
ScrapeHero provides budget-friendly plans that provide high-quality data without compromising reliability or efficiency.
You can even get started for free with no credit card and access professional-grade data scraping, enjoying 400 non-renewable credits, 1 concurrent job, 7 days of data retention, 10 API calls per minute, and access to standard rotating proxies—all at zero cost.
Cons
-
Pricing Model
For large-scale or enterprise grade data extraction, you may have to subscribe to higher plans or go for ScrapeHero customized scraping services.
To learn about the pricing, visit the ScrapeHero pricing page.
Amazon Product Reviews API
The Amazon Product Reviews API from ScrapeHero Cloud allows you to pull structured data such as review text, customer ratings, and total review count directly via an API.
It can streamline the process of accessing review data for analysis and integration into various applications.
Key Features
-
Real-Time Data Retrieval
It can fetch up-to-date customer reviews and related information from multiple Amazon domains.
-
Comprehensive Data Points
It offers over 10 data fields, including review text and customer sentiments, providing a detailed understanding of customer feedback.
-
Easy Integration
You can easily integrate into applications with minimal coding effort, returning structured JSON responses for efficient data handling and analysis.
-
Clear Documentation
It provides straightforward guides and examples to facilitate quick integration and reduces debugging time with detailed, step-by-step instructions.
Pros
-
Real-Time Data Retrieval
ScrapeHero Amazon Product Reviews API provides you up-to-date customer reviews and related data directly from multiple Amazon domains.
-
Seamless Integration
With structured JSON responses, the API can easily integrate into applications, simplifying data handling for developers and streamlining workflows.
Cons
-
Higher Plan Requirement
To make multiple concurrent API calls, users must subscribe to higher-tier plans, increasing costs for advanced functionality.
Review Monitoring Service
Apart from these no-code tools, ScrapeHero also offers custom data solutions for rating and review monitoring.
With this service, you can collect clean, structured data that can be used to track customer feedback trends, identify patterns in reviews, and compare competitor performance.
You can also use this data to gain insights into customer sentiment, manage your brand reputation, and make informed decisions to stay ahead in the market.
Pricing
ScrapeHero Cloud’s plans offer up to 4000 credits/ dollar a cost-effective solution for extensive data scraping needs.
For businesses requiring more resources, custom plans are also featuring flexible credit allocations and dedicated support, custom data retention periods.
2. Apify
Apify is a cloud-based web scraping and automation platform that offers a marketplace of ready-to-use ‘actors’—pre-built scrapers and crawlers—to quickly gather structured data from Amazon product listings and reviews.
Key Features
-
Amazon-Specific Scrapers
Apify has pre-configured tools that are designed to extract product reviews, ratings, and pricing from Amazon with ease, allowing users to run scrapers on-demand without extensive setup.
-
Easy-to-Use Templates
The users can start scraping Amazon reviews with minimal effort. It also offers customization options for workflows, eliminating the need for heavy coding or technical expertise.
-
Data Export in JSON or CSV
It provides data in formats like JSON or CSV, making it easy to integrate with spreadsheets or business intelligence tools.
Pros
-
User-Friendly Interface
It is ideal for marketers and analysts who need quick and efficient results without worrying about complex setups.
-
Active Community
It offers access to support forums, a comprehensive knowledge base, and community-developed actors for enhanced functionality.
Cons
-
Resource Limits on Free Tier
Users who need large amounts of data may need to upgrade to paid plans for higher resource allocation.
-
Learning Curve for Advanced Tasks
Even though it is considered beginner-friendly, more complex workflows may require scripting knowledge for optimal performance.
Pricing
Apify’s Business plan starts at $999 per month with a pay-as-you-go pricing model.
3. Outscraper
Outscraper is designed to efficiently extract Amazon product reviews and rating businesses seeking quick, detailed insights from Amazon’s global marketplaces.
Key Features
-
Fast Scraping Speed
It extracts large volumes of Amazon reviews and ratings and minimizes waiting time ensuring data without delays.
-
Detailed Review Data
It retrieves timestamps, reviewer profiles, and product ratings, providing a complete picture of customer sentiment.
-
Geo-Specific Scraping
It enables targeting of reviews from specific regions and facilitates comparisons of international customer feedback to identify trends across different markets.
Pros
-
High Data Fidelity
It ensures reliable, consistent extraction with accurate results, and there’s no need for infrastructure or code maintenance.
Cons
-
Limited Customization
Since Outscraper provides pre-configured tools for scraping Amazon data, they may lack the flexibility to adapt to highly specific or complex requirements.
-
Costs Can Add Up
Outscraper follows a pay-as-you-go pricing model. So, for large-scale scraping operations, the costs can become expensive.
Pricing
Outscraper operates on a pay-as-you-go model with no monthly fees or recurring billing.
4. ZenRows
ZenRows provides a robust scraping API that empowers developers to handle complex, dynamic Amazon pages with ease and that need a reliable backend solution to integrate into existing applications or pipelines.
Key Features
-
JavaScript Rendering
It processes pages that rely on dynamic content and ensures accurate data capture, retrieving all elements of product reviews, even on highly interactive pages.
-
Built-In Proxy Management
It automatically rotates IPs by assessing bot detection mechanisms, reduces manual effort, and saves time and resources.
Pros
-
Developer-Oriented
It is designed for teams who are comfortable with APIs and scripting and offers high levels of control and customization.
-
Transparent Integration
It streamlines the development process, fitting seamlessly into CI/CD workflows or data pipelines.
Cons
-
Technical Expertise Needed
It is not beginner-friendly, and non-technical users may find it challenging to use it effectively without prior experience.
-
No Built-In Frontend
Since it is purely API-based, it requires coding skills and lacks a visual interface for non-technical use.
Pricing
ZenRows offers a Business plan starting at $299 per month.
5. Octoparse
Octoparse is a no-code, point-and-click scraping solution that targets non-technical users, letting users visually select elements on Amazon’s pages to extract product reviews and ratings.
Key Features
-
Point-and-Click Interface
Without writing a single line of code, it allows users without technical expertise to extract Amazon reviews effortlessly.
-
Cloud-Based Scraping & Scheduling
Since it enables tasks to run remotely, data is accessible anytime and from anywhere. It also offers scheduling features for regular, automated data pulls, keeping datasets consistently updated.
-
Multiple Data Export Formats
It provides results in CSV, Excel, or JSON formats for compatibility with a wide array of tools and facilitates seamless integration with existing systems.
Pros
-
Easy Setup
It is designed for non-technical users who have no prior coding knowledge to start scraping.
-
Visual Workflow
It also provides a clear and intuitive interface that helps users understand how data is being extracted step-by-step.
Cons //(H4 tag)
-
Higher Cost for Advanced Features
To get access to more robust capabilities, you may have to pay a premium price point.
-
Limited Flexibility
It may not handle highly dynamic or complex sites as effectively as API-based solutions.
Pricing
Octoparse’s enterprise plan pricing is customized based on individual project requirements.
Why Choose ScrapeHero Over Other Providers?
Choosing the best tools for scraping Amazon reviews is a choice that depends exclusively on your goals, budget, and technical skills.
If you’re looking for an end-to-end solution, then consider a web scraping service like ScrapeHero.
We can manage everything for you, from handling complex CAPTCHA systems to dealing with changing site structures.
We ensure that you always get accurate and up-to-date, high-quality, error-free data in multiple formats.
We also maintain client confidentiality and compliance with legal standards. So, whether you need large-scale data extraction or custom-tailored setups, we can provide a dependable, all-in-one service that saves your time, effort, and resources.
Frequently Asked Questions
There are many tools available on the market for data scraping depending on your requirements. If you are searching for the best Amazon review scraper, consider an efficient no-code tool like ScrapeHero Cloud.
Web scraping Amazon’s data may breach their Terms of Service. So, you need to ensure compliance with local laws and consider alternatives like APIs.
Refer to our legal information page to get updated information about the legal issues related to web scraping.
Yes, Amazon employs measures like CAPTCHAs and IP bans to protect website data from being scraped. You may need tools with proxy rotation and CAPTCHA solving to bypass these challenges.
To scrape reviews, you can either use specialized Amazon review scraping tools like ScrapeHero Cloud or create a script using Python libraries.
