Top 10 Amazon Scrapers in 2023

Are you looking for the best Amazon scraper to power your next data scraping quest? Then you should read the article below as I recommend some of the best Amazon scrapers for extracting product details.

There are over 350 million items in the Amazon inventory if you consider both its own products as well as the products of other sellers on the platform. This makes it the largest online platform, and that holds a lot of value to data-driven marketers. There are many reasons why you will want to scrape Amazon for data ranging from monitoring competitor pricing for dynamic pricing practice, scraping customer reviews for sentimental analysis, and extracting product details for other uses.

Whichever is your use case, you need the best Amazon scraper for you. In this article, I will be recommending some of the best Amazon web scrapers out there. As always, with all top picks, the list is not an exhaustive list. But you can be sure the web scrapers for Amazon scraping mentioned here are have been tested by us and have proven to work. The list was drawn in such a way that there is a web scraper for anyone — whether you are a coder or non-coder. I also captured a free one on the list too.

10 Best Amazon Scrapers in 2023

1. Bright Data Amazon Scraper — Overall Best Amazon Scraper

The Bright Data brand is a known name in the proxy network market. This service has successfully transformed itself into a data collection brand, and currently, it offers everything you need for a web scraping solution ranging from a proxy network, automation browser, web scraper IDE, and even already-made web scrapers for Non-code users.

The Amazon scraper is one of the web scrapers it offers, which I pick as my recommended web scraper for scraping Amazon. With this web scraper, you can collect any data you need from Amazon, ranging from product details to pricing and reviews. If a product data point is available on Amazon, this tool can scrape it. You can also use it to scrape Amazon search pages and sellers' details.

Generally, I recommend this scraper to you if you want to scrape product data, compare prices, and carry out sentimental analysis by scraping customers’ reviews. With this service, you do not need to worry about getting blocked, as Bright Data uses its powerful proxy network and some in-house techniques to protect against such.

2. Smartproxy Amazon Scraper — Best Amazon Scraper API

If you are a developer looking for an API to integrate for scraping Amazon, then the Smartproxy Amazon Scraper is the best for you. It is a scraper API that you send a request and get back a JSON object as a response with the data you are interested in. Aside from JSON, it can also return HTML too. This scraper API is quite advanced.

It is just one endpoint but has many parameters that you will use to define the kind of data you want, the query, and the format, among others. One thing you will come to like about this service is that you pay for successful requests, and you can be sure of getting over 99 percent success rate.

With this, you can extract all kinds of products from Amazon, ranging from product details and images, reviews, search results, customer questions and answers, as well as market trends. As a new user, you get a 3K free request to try out the service for 14 days.

3. Apify Amazon Product Scraper — Best Free Amazon Scraper for Developers

Apify is quite popular among web automators. The platform has one of the largest libraries of web scrapers and bots known as actors on the platform. There is an Amazon Scraper known as Amazon Product Scraper, which you can use to scrape details of products from the platform. It is this product I linked to in the name of this scraper.

There are many more actors meant for Amazon scraper you can get on the platform. Why I choose this is because it is free to use, which reduces your cost for you. However, unlike Bright Data and Smartproxy scrapers mentioned above, you will need to purchase and add your own proxies.

Apify does offer a low-cost proxy service that integrates perfectly with the platform actors. Also, you can use your own proxies from a third-party provider too. For you to use this actor, you need to have the Apify client library available for only Python and NodeJS developers.

4. Octoparse — Best No-Code Amazon Scraper

Octoparse is top on the line when you look at web scrapers that you can use without writing a single line of code. This no-code web scraping solution has been written for the modern web and is quite generic. That is, it is not meant for any specific website. You can use it to scrape all kinds of sites, of which Amazon is a major target. With this service, you get an in-browser tool that provides you a point-and-click interface for identifying data points of interest.

For some specific websites, you might not need to use the interface as templates are already provided. Amazon is one of those sites. For scraping Amazon, there is a specific guide on how to get that done — read about it here. While Octoparse is very effective, you will need to add proxies to avoid getting blocked. I will suggest you purchase rotating residential proxies from Bright Data or Smartproxy for that. The tool is paid, but there is a limited free tier and a free trial plan available.

5. Helium Scraper — One-Time Payment Option

The Helium Scraper tool is one of the oldest web scrapers out there that you can use without writing a single line of code. Here, I recommend it as the best alternative to Octoparse for scraping Amazon. This is especially true if you use Octoparse a lot, as the recurring monthly cost can drill a hole in your pocket. With Helium Scraper, you only get to pay for it once and use it forever.

As a new user, you are allowed to download and use this no-code scraper with all of its features for 10 days, after which you are expected to pay in order to continue using it. In terms of its major feature, this Amazon scraper is also a generic one, as it can be used to scrape all kinds of websites — not just Amazon. It enables faster scraping by disabling the loading of content not required, such as CSS and even images. This will not only save you time but also bandwidth and, by extension, money. It supports a whole lot of data export formats too.

6. WebScraper.io Extension — Best Free Amazon Scraper for Non-coders

The WebScraper.io is a cloud scraping platform and offers a browser extension. The browser extension is free and can be used to scrape all kinds of websites as it is built for the modern web. You can use it to scrape the user review section of Amazon products and even scrape data hidden behind Infinite Scroll. This browser extension is one of the most popular for web scraping. It provides a point-and-click interface for identifying and selecting the data points of choice.

Aside from Amazon, you can use it to scrape other platforms. This extension, on its part, has done a lot to prevent detection. However, it does not provide you with IPs/proxies. For this reason, you will need proxies to complete the anti-detection techniques. As recommended earlier, for scraping Amazon, you need high-quality residential rotating proxies, and you can get that from Bright Data or Smartproxy.

7. ScrapingBee — ScraperAPI with Support for Amazon Scraping

Are you a developer looking for an API that will send a request and get back a JSON with Amazon product data without dealing with blocks and other complications? Then ScrapingBee is a good option for you. ScrapingBee is a scraping API that takes care of proxies, captchas, and even headless browsers. With this, you do not need to worry about blocks, and it takes care of them for you.

All you need is to send an API request with the URL of a page as a parameter, and you will get a response as HTML of the page. If your target is Amazon, you can set a parameter to get it to return a parsed version of the page with the important data in JSON. One thing you will come to like about this web scraper for Amazon is that you only get to pay for successful requests. As a new user, you are entitled to a free trial without even giving out your credit card details. And the pricing is quite affordable.

8. Webharvy — Advanced No-Code Scraper for Amazon

The WebHarvy tool is another web scraper you can use to scrape Amazon. This tool is a no-code scraping tool that is meant for both non-coders and coders alike. It provides a point-and-click interface just like Octoparse, webscraper.io extension, and Helium Scraper. However, it does have some advanced features you missing in the aforementioned. One of the features it supports you will like is Regular Expression which is a powerful language for text processing.

For this, though, you need a little bit of knowledge of coding. However, you can go ahead and just learn Regular Expression. Using this, you get more flexibility as you can scrape data that only matches certain patterns in a text. One use case of this is scraping only user reviews that have email addresses in the review body itself. It. Also has support for automatic tasks in browsers which makes it more than a web scraper — you can turn it into a bot.

9. WebScrapingAPI — Fastest Web Scraping API for Amazon Scraping

WebScrapingAPI is another web scraping API that has been developed to take away the headaches of web scraping. With it, developers do not have to reinvent the wheel, as this API will provide them proxies and rotate them, bypass captchas, and any form of block. The default response for the WebScrapingAPI is HTML.

However, if your target is Amazon, there is a special API provided for that that does not return HTML but parses it and then returns the content in JSON format. I have tested over 20 web scraping APIs, and WebScrapingAPI came first in terms of speed compared to the other scraper APIs tested. You can use it to scrape product details as well as search results on Amazon. One thing you will come to like about this API is its accuracy, as I recorded an accuracy level of over 98 percent. The pricing for this service is also cheaper.

10. Amazon Data Scraper — Best for Small-Scale Amazon Data Scraping

The Amazon Data scraper is a specialized Amazon scraper provided as a Chrome Extension. This Amazon data scraper is free to use and best for scraping 1000 product details and below. I wouldn’t recommend it if your target is higher, as it could get your browser to become slower. To use this, you will need to install it. With this web scraper installed, everything else becomes easier.

All you need is to access the Amazon website and enter your search query in the search bar. Once the searches are returned, you can click on the filter button for the extension in order to specify the data point you want to collect and then save. This will help you collect all of the specified data points. With this web scraper, you can collect customer reviews, product specifications, sales ranks, sellers' prices, and many more.

FAQs

Q. Can I Scrape Amazon as a Non-Coder?

Yes, you can scrape Amazon without writing a single line of code. This is because there are some web scrapers that have been designed for use without writing code. These are known as no-code scrapers. On the list, the likes of Octoparse, Helium Scraper, and webScraper.io Extension are good examples. Using these tools, there is no data point you can collect that those with coding skills would. However, those with coding knowledge still have more flexibility and customization options than you.

Q. Is Scraping Amazon Legal?

Scraping Amazon in the general sense is legal, provided you do not scrape public and personal information — and also didn’t cause any harm to their server. However, I recommend you don’t take this as legal advice but instead seek such from someone who knows the legality of scraping Amazon in your region. It is important to know that even though scraping is legal, Amazon does not allow it and, as such, has systems in place to block web scrapers. You will need to bypass these systems to succeed at scraping it.

Q. Do I Need Proxies for Scraping Amazon?

Proxies are required for any kind of web scraping, as websites track and block IPs that seem to be automated. However, it is not all web scrapers for scraping Amazon you will need to add your own proxies. If you make use of an Amazon scraper like that of Bright Data, Smartproxy, or ScrapingBee, then you don’t need to add your own proxies as they use proxies under the hood. However, for the other web scrapers on the list, you will need to add proxies. The Amazon Data Scraper mentioned last on the list can be used without setting proxies.

Conclusion

Amazon is the most popular e-commerce site and also holds one of the largest inventories of products for sale. This makes it a good source of product and review data. If you decide to scrape this website, then you need to make sure you choose the best scraper for that, as Amazon can be smart at detecting web scrapers. The web scrapers mentioned above are some of the best web scrapers for scraping Amazon.

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