5 Best Amazon Scraping Tools to Collect Data in Minutes

Amazon Scrapers make product data extraction simple by automating the extraction and formatting of Amazon data in just a couple of minutes.

You can use this data to run extensive customer behavior analysis, including margin, competitor, and demographic analysis, as well as keyword research, market research, price tracking, review sentiment analysis, inventory monitoring, and more.

However, choosing a reliable Amazon scraping tool can be tricky.

To help you speed up the comparison process we’ve checked many options and selected the best five tools for scraping Amazon products based on their core features, ease of use, pros/cons, and pricing.

TL;DR: Table of Comparison

If you don’t have the time to read the detailed comparison, here’s a TL;DR version:

Continue reading for a more in-depth look at each tool on the list.

Top 5 Amazon Scraping Tools for 2024

1. ScraperAPI (Most Complete Solution)

ScraperAPI is a powerful web scraping solution that is easy to use, reliable, and consistent. With machine learning and years of statistical analysis, it chooses the right IP address and headers for a successful data request.

As well as

• Handle CAPTCHAs
• Automate rendering and geotargeting
• Manage request signatures and retries,

And much more.

However, what makes ScraperAPI especially good for scraping Amazon are two specific solutions

Structured Data Endpoint (Best Amazon Scraper API)

ScraperAPI’s Amazon endpoint allows you to collect data for E-commerce research from any Amazon property in JSON format with a simple API call.

It uses your API key and the ASIN number of the product page (or search query) as parameters in the request. For example, if you send a request through the Amazon Product endpoint, it will turn the product page from this:

Source

To the returned JSON:

Source

You can also collect data from Amazon Search, Reviews, and Offers to name a few.

Learn more in our documentation

DataPipeline (Best Low-Code Amazon Scraper)

DataPipeline can collect large amounts of data in just a few clicks without coding. What makes it even better is that it offers templates that allow you to collect structured JSON data from Amazon.

Source

You can collect data from 10k Amazon product pages or search results per project and work on unlimited projects.

Just choose the right template (Product, Search, Offer, Reviews), submit a list of product ASINs or search queries, select your preferred method to receive your data, and let DataPipelie do the rest.

Note: You can also schedule your scrapers to run periodically using a visual scheduler or CRON.

When you sign up on our platform, you can access tools like Async Scraper, Structured Data Endpoint, and DataPipeline.

Core Features

• A vast pool of 40M+ IP addresses
• Geotargeting for 50+ countries
• 99.99% success rate
• CAPTCHA handling
• JavaScript rendering
• Ready-to-use templates
• Full flexibility and data ownership
• JSON data for any Amazon page
• Transparent project pricing

Ease of Use

⭐⭐⭐⭐⭐ (5/5)

Pros and Cons

Pros	Cons
👍 JSON data exports	❌ No CSV export for now
👍 Nearly 100% success rates	❌ Additional parameters still in development
👍 Webhook integration
👍 Vast pool of 40M+ high-quality proxies
👍 Manage projects from a single location
👍 Schedule multiple scraping jobs at once
👍 Notifications on failed jobs to fix them quickly
👍 Customize projects with parameters
👍 Reliable and consistent data at scale
👍 Accurate pricing before running your project

Pricing

*Before running a project, ScraperAPI will provide an accurate breakdown of the API credits required to run it.

2. Octoparse (Best Visual Scraper)

Octoparse is a perfect Amazon scraping tool for beginners or teams with little coding experience. It is a great choice if you’re looking for no-code software tools designed for building scrapers using a visual interface.

It’s important to mention that the software runs on your machine, so you’ll have to download and install it on your desktop.

Note: This means that it’ll use your machine’s resources, making it necessary to invest in your scraping infrastructure to scale your projects.

It works by navigating to a URL and allowing you to point and click on the elements to gather the data. Each click records a step, and once you’ve defined the entire process, you can run the task and export the data when processing is complete.

Octoparse also offers ready-to-use templates, simplifying the entire process. It has several templates for Amazon for efficient product data extraction, reviews, and more.

Along with these features, Octoparse comes with some challenges, too:

• It has a credit system to unlock special features such as CAPTCHA and proxy handling. It can make the overall cost go up quickly and dent your budget.
• Although it’s a no-code tool, sometimes you’ll need to know a bit about adjusting XPath selectors. It helps avoid grabbing the wrong info or getting stuck on a step because the tool can’t automatically figure out the right instructions.
• Since Octoparse is a local software, the more tasks you run, the more it’ll ask from your system. So, consider your computer’s capabilities if you plan to use Octoparse for big projects.

Core Features

• No-code scraping tool
• Ready-to-use templates
• IP rotation
• Easy-to-use visual interface
• Save data in various formats such as CSV, TXT, and HTML

Ease of Use

⭐⭐⭐☆☆ (3/5)

Pros and Cons

Pros	Cons
👍 No-coding solution for Amazon scraping	❌ Extra charges for proxies and CAPTCHA handling
👍 Easy to use visual builder	❌ Opinionated process and data structures
👍 Preset templates for popular websites, including Amazon	❌ May encounter glitches
👍 Clear dashboard to manage your projects	❌ A bit confusing UI
👍 AI web scraping assistant
👍 IP rotation, CAPTCHA solving, and proxies

Pricing

Plan	Free	Standard	Professional	Enterprise
Price	$0	$89	$249	Custom
Tasks	10	100	250	750+

3. Apify (Biggest Library of Templates)

Like Octoparse, Apify is also a no-code scraper solution and ideal for those with limited to no coding experience. This tool provides a user-friendly interface for scraping. Upon signing up, you gain access to a vast library of templates.

The Apify Store offers pre-built scrapers for websites like Amazon you can create and run applications in the cloud without the hassle of managing servers.

Apify enables applications to scale up and down based on machine resource allocation. It offers significant flexibility in scheduling, scraping tasks, and setting timeouts.

However, users have reported an issue with Apify’s pricing transparency. The tool might surprise you with unexpected charges for its services.

An important downside of Apify’s Amazon scraper is that they are not specialized vendors, so it can be hard to get fast support and some features can underperform when scaling your data pipeline to thousands of products.

Core Features

• Apify store
• Pre-built templates
• JSON, CSV, Excel, and HTML exports
• Scheduled scraping
• Clean UI

Ease of Use

⭐⭐⭐⭐☆(4/5)

Pros and Cons

Pros	Cons
👍 User-friendly dashboard and easy setup	❌ May get expensive compared to other tools
👍 Apify library (store) to fit your use case	❌ Success rate is low for some domains
👍 Pre-built templates for popular websites including Amazon	❌ Non-technical users may find it a bit complex

Pricing

4. Amazon Scraper Chrome Extension (Best Browser Extension)

Amazon Data Scraper is the best Chrome extension designed to extract Amazon data directly on your browser. It is ideal for quick scraping projects, as it takes just a couple of seconds to start gathering data from a couple of pages.

Amazon Data Scraper collects various details, such as product specifications, sales rank, customer reviews, etc., enabling users to extract valuable data for:

• Seller analysis
• Online retail arbitrage
• Market research
• Monitoring unauthorized sales channels

Using the Amazon Data Scraper is very simple: go to any Amazon product page, open the Chrome extension, and click start to scrape data in an editable Excel format.

While this is an excellent tool, it struggles with handling large-scale tasks and is ideal only for educational purposes.

Moreover, the scraping process is time-consuming, so it doesn’t match the speed of a dedicated tool.

Still, we have to recommend this tool as it can help you collect data fast for prototyping or small personal projects.

Core Features

• Scrapes a comprehensive set of data
• Supports data extraction for all product categories on Amazon
• Very easy to use
• No limitation on the number of data entries

Ease of Use

⭐⭐⭐⭐⭐(5/5)

Pros and Cons

Pros	Cons
👍 Complete data extraction, including product specifications and customer reviews	❌ Can’t handle large-scale requests
👍 Compatible with all Amazon product categories	❌ Not ideal for enterprise solution
👍Simplified steps for easy scraping	❌ Potential browser issues on massive data scraping
👍 No limit on the number of data entries	❌ Data will be saved only in Spreadsheet format
	❌ Doesn’t have any anti-scraping mechanisms

Pricing

Plan	Free	Standard
Amazon scraping tool price	$0	$18.99
Data Extraction	100 row	Unlimited

5. Parsehub (Proxy Alternative)

Parsehub is the second desktop application in our list that enables you to extract data from any page by selecting its visual elements, so it works as an alternative to Octoparse.

Source

With this tool, you can choose and extract specific data from the Amazon website directly into a spreadsheet or JSON file, and automate this process daily, weekly, or monthly, ensuring your data stays up-to-date.

A major drawback of these complete done-for-you tools is that, if something doesn’t work, it’s hard to tell what went wrong and fixing the issue is completely out of your control.

Also, you’ll also face hardware challenges, as you’ll need to increase your infrastructure as the software runs locally on your machines.

Core Features

• Easy to use: no coding required
• Data automation for collection and storage
• JSON and spreadsheet exports
• XPATH, RegEx, CSS selectors

Ease of Use

⭐⭐⭐☆☆ (3/5)

Pros and Cons

Pros	Cons
👍 Doesn’t require any coding knowledge	❌ Collects data behind the login (may not comply with privacy regulations)
👍 Structured data	❌ Limited integration capabilities with JavaScript and regular expressions.
👍 Automatic data storage	❌ May face issues with complex anti-bot protection measures

Pricing

Plan	Free	Standard	Professional	Enterprise
Amazon scraping tool price	$0	$189	$599	Custom
Pages Per Run	200	10,000	Unlimited	Custom

How Did We Choose the Best Amazon Scraping Tool?

You should consider many things when choosing the best Amazon scraping tool. For this list, we focused on the following six key criteria while compiling the abovementioned tools:

• Time to Data – A powerful Amazon scraping tool should swiftly gather the required data in minimal steps.
• Core Features – The ideal tool should encompass fundamental functionalities present in other tools, along with unique key features that are non-negotiable.
• Scalability – Scaling your tool is crucial for handling big projects.
• Ease of Use – Complex tools can be time-consuming and hinder the process. Therefore, a user-friendly tool is essential to streamline your operations.
• Pricing – The best tool offers competitive pricing, allowing you to scrape more data without breaking the bank.
• Additional Features – Your data needs will change over time, so having a tool with various options and functionalities is invaluable.

Although comparing the tools on the list is quite challenging, it’s clear why ScraperAPI outperforms others based on the six key metrics mentioned.

• ScraperAPI simplifies data collection by allowing you to retrieve information in JSON format with just one API call
• It offers templates to collect structured JSON data from any Amazon property
• There is complete transparency in pricing, providing an accurate breakdown of the API credits required to run your request before you start
• ScraperAPI has the highest success rate among its peers
• It allows you to specify from where you want to send your requests and to which Amazon TLD to send them (geotargeting)
• Supports webhook integration

Ready to test ScraperAPI? Create a free account to receive 5,000 free API credits, and start collecting data in minutes.