7 Best Amazon Scrapers 2022: How to Scrape Amazon Product Data

Last Updated: September 2, 2022
Let’s review the best Amazon scrapers in the industry, and also talk a little bit about how to scrape Amazon product data in the first place.
Best Amazon Scrapers
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The best Amazon scraper in 2022, as found in our independent testing, is ScraperAPI!


If you hear the word Amazon, what is the first thing that comes to mind?

It might be the Amazon River in South America, but we are willing to bet that it is probably eCommerce.

Amazon is the juggernaut of online retail, which means that it holds a ton of data when it comes to businesses who are trying to conduct market research.

This is important when it comes to sellers and vendors on Amazon, because for businesses, reviews left by buyers can help them fine tune their decisions, and know what their audience likes when it comes to their products and services.

Brands can use this kind of information for competitive analysis, and they can use it to monitor what their competitors are doing as far as product prices and ranking goes.

Product-related data on Amazon can also help you detect changes and the popularity of products.

There’s a lot that you can do with data on Amazon, if you’re able to get your hands on it.

In order to be able to scrape Amazon data, you need to be able to use an Amazon scraper.

The thing about Amazon is that it provides an API, but this API is restrictive, and comes with a lot of limitations, which are difficult to get around.

The best way to deal with this is to use an Amazon scraper.

Let’s review the best Amazon scrapers in the industry, and also talk a little bit about how to scrape Amazon product data in the first place.

Best Amazon Scrapers 2022

Here’s a quick look at the best Amazon scrapers:

  1. ScraperAPI – 🏆 Winner!
  2. Bright Data
  3. Apify
  4. Octoparse
  5. ProxyCrawl
  6. ParseHub
  7. Diffbot

1. ScraperAPI

ScraperAPI

ScraperAPI is fantastic if you’re looking for an Amazon scraper that is on the cheap side, starting at $49 a month, and has a free starter plan.

As you probably already expected, their starter plan does have some limitations, but the good news is that you can download them onto your desktop.

👉 Get FREE Account

They can help you not only scrape data from Amazon, but they can help you with a number of different operating systems, and the fact that their web scraping tool is artificial intelligence-based means that you don’t even need to specify the required data.

It has been developed by expert developers, so these guys definitely know what they’re doing.

2. Bright Data

Bright Data Data Collector

Bright Data is one of the best Amazon scrapers in the industry, because you don’t need prior coding skills in order to scrape Amazon product data with it.

They have a data collector feature, that is one of the top Amazon scrapers because it has been developed in a way that means that it is never going to be blocked or detected.

👉 Get FREE Account

This means that you are always going to be able to gather the data that you want. You can check product offers, get product details, and even discover new products.

If you need to be able to scrape ratings and reviews, you will need to get in touch with this Amazon scraper for a custom collector.

Some people are going to see this to as expensive compared to other Amazon scrapers, but if you are determined to get everything you need from Amazon, it is most likely going to be worth your time.

3. Apify

Apify

Apify is another scraper for Amazon that can help you go beyond the limits of the official Amazon API.

It is a ready-made scraping tool that can help you download and extract prices, reviews, descriptions, images, and all other relevant product information.

They’re going to help you obtain price offers for a specific Amazon standard ID, and you can also use this Amazon scraper by searching for a specific keyword, as well as specifying the country that you’re wanting to target.

It includes a proxy service, that has been developed specifically for web scraping, so that you can expect reliable and faster results, along with support from customer service experts.

4. Octoparse

Octoparse

The next scraper on our list is great if you want to be able to put everything on autopilot, and they are also cloud-based, which is a great option if you don’t want to have to download your Amazon Web scraper.

Their pricing begins at $75 a month, and they offer a free trial for 14 days, except that this comes with limitations.

These guys are definitely one of the best Amazon scraper tools out there, because they are really easy to use, and they have ready-to-use templates when it comes to Amazon, so that you don’t have to start creating new tasks.

They have a smart pattern detection system, as well as robust capabilities.

One thing that you’re going to like about these guys is that they offer easy to understand tutorials, so you don’t have to worry about getting a little bit confused in the beginning.

The free trial is going to be perfect for testing, and you can even make the most of it if your project is smaller than normal.

5. ProxyCrawl

ProxyCrawl

ProxyCrawl is a really good option as an Amazon scraper, because their pricing begins at $29 a month, and it is cloud based, meaning that you don’t have to download anything to your computer.

They are an all-inclusive scraping provider, with a good number of products that are tailored specifically towards businesses that want to be able to scrape data from the web.

They are considered one of the best Amazon scraper options in the market, and with their features, you’re going to be able to access all of the publicly available data about a specific product on Amazon.

They are really easy to use, which is why we think that they are a great option if you’re someone who is just starting out with your web scraping needs.

6. ParseHub

ParseHub

The next scraper on our list is good if you don’t mind spending a little bit more than some other Amazon scraper options out there, because their pricing begins at $149 a month.

However, when it comes to the desktop version, this is free, although it does have a few limitations. You can either download them onto your desktop or use their scraper tools within the cloud.

They are a generalized scraping tool that you can use to extract data from any type of web page on the Internet, and they come with a visual point and click interface, so that you can train the software on the data that you’re trying to scrape.

This is really good for Amazon scraping, especially when you’re interested in scraping product details, or reviewing data.

All you need to do is select one of the data points, and every other one that has the same pattern is going to be highlighted.

7. Diffbot

Diffbot

The last Amazon scraping tool on our list is definitely going to make you think twice, because they are pretty expensive.

Their pricing begins at $299 a month, so they are definitely on the lower end of the spectrum when it comes to affordability.

They are cloud based, and they make the extraction of product data really easy not just with Amazon, but with all other major eCommerce websites out there.

You can also extract other data, including images, articles, and discussions on forums, and before you use an Amazon scraper like this, you can test them out without signing up to anything, so that you can work out whether they are a good fit or not.

How to Scrape Amazon Product Data

Amazon isn’t just like your regular website, because it is supported by a team of technical experts, who are more than likely going to have had a lot more experience in the tech world than you.

Whether you are trying to scrape websites on a smaller level, or a larger level, there are a lot of problems that you might run into, including IP blocks, and security measures.

In contrast to other webpages out there where you will need to sign in to scrape information, this is not how Amazon scraping works.

Amazon has a complex antibot algorithm, to prevent web scraping.

This means that they’re going to easily be able to identify you, and ultimately stop you scraping data from the website.

It is excellent at determining what is a bot and what isn’t one, and as soon as it does, it is going to block them.

As opposed to other websites that are going to hesitate before they block somebody, Amazon doesn’t, in fact, Amazon is known for being super liberal when it comes to banning IPs, and when an IP has been banned, this is most likely permanent.

An important element to scraping from Amazon is IP rotation. As a result, you need to make sure that you are using proxies that are residential and have a high level of rotation.

You also need to make sure that you aren’t creating a pattern, so that you can find different headers of browsers, and rotate these.

You also need to lay low, because web scraping can be both illegal and legal, it depends on what you’re using that scraped data for.

How to Scrape Amazon Using Python and Other Protocols

If you’re trying to scrape Amazon your own way so that you don’t have to pay expensive rates, then you need to realise that there are a lot of different factors to consider.

Amazon can be potentially upfront and honest about what it wants to restrict when it comes to information that is publicly available, but there are a number of tutorials out there that are going to ask you to look at the status of the HTTP, to ensure that you are implementing successful scrapes before you begin.

Amazon can send back the 200-status code, and still come up with a response that’s empty.

You also are going to be faced with the problem of constantly updating and upgrading your scraper, as Amazon consistently makes adjustment to the layout of their website, as well as their antibot system.

IP blocks can be a big issue, because Amazon makes the most of these frequently, especially after you have scraped a number web pages.

Using protocols can help you get around this, but Amazon still has a high rate of sniffing out people that are attempting to break through the firewall.

So, if you’re wanting to come up with your own scraper, how you do this is based around the data that you are wanting.

If a webpage is making the use of Ajax, then you need to use a tool for network inspection to mimic and monitor requests that are sent by JavaScript in the background.

This can ultimately be a lot for you to handle, and it is recommended that you use Selenium.

If you look at the section of customer reviews, you’re going to see various layouts, and how these layouts change.

However, with webpages that display without JavaScript, you can use Beautiful Soup, and Requests.

You just make sure that you send those requests with the correct headers, because without sending popular web browser headers, Amazon is going to deny your access.

This is a sign that they have identified you as an automated bot. Make the most of our scraper below for Amazon, if you’re wanting to do things manually.

import requests
from bs4 import BeautifulSoup
user_agent = 'Mozilla/5.0 (Windows NT 10.0) AppleWebKit/537.36 (KHTML, like Gecko)
Chrome/80.0.3987.132 Safari/537.36'
accept =
"text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8
,application/signed-exchange;v=b3;q=0.9"
accept_en = "gzip, deflate, br"
accept_lan = "en-US,en;q=0.9"
cache_con = "max-age=0"
cokies = ""
down_link = "0.35"
headers = {'accept': accept,
           'accept-encoding': accept_en,
           'accept-language': accept_lan,
           'cache-control': cache_con,
           'cache': cokies,
           'user-agent': user_agent,}

class AmazonProductScraper:
    def __init__(self, asin):
        self.asin = asin
        self.page_url = "https://www.amazon.com/dp/" + self.asin
def scrape_product_details(self):
        content = requests.get(self.page_url, headers=headers)
        soup = BeautifulSoup(content.text, "html.parser")
        product_name = soup.select("#productTitle")[0].text
        product_price = soup.select("#priceblock_saleprice")[0].text
        product_review_count = int(soup.select("#acrCustomerReviewText")[0].text)
        product_categories = []
for i in soup.select("#wayfinding-breadcrumbs_container ul.a-unordered-
list")[0].findAll("li"):
product_categories.append(i.text.strip())
product_details = {'name': product_name,
                           "price": product_price,
                           "categories": product_categories,
                           "review_count": product_review_count}
        return product_details
product_asin = "B075FGMYPM"
x = AmazonProductScraper(product_asin)
x.scrape_product_details()

FAQs

What Is an Amazon Scraper?

An Amazon scraping tool is a piece of software that you can use to extract data from the Internet, specifically from Amazon.

As we mentioned at the beginning of this article, Amazon is a juggernaut in terms of company information, so the more that you can spy on what your competitors are doing, and extract vital market research, the better off you’re going to be as a business online.

Why Do I Need to Use a Web Scraper?

There are plenty of reasons why you might want to use a web scraper, and one of the biggest ones is being able to extract business related data that you can use to analyze the market correctly and improve your brand’s marketing campaigns in the future.

Final Thoughts

Despite the fact that Amazon doesn’t like the idea of people scraping data from its website, the practice is still going strong, and until Amazon can figure out how to block every single person that attempts to do this, we believe that more and more people are going to jump on board.

There is no denying the fact that there is a treasure trove of vital information as far as Amazon is concerned, so the more you can get your hands on this, the more successful your business is going to be online especially when it comes to market research.

Everybody knows how important it is to do market research as a business before you launch your product or service, so definitely make the most of the Amazon scraper options that we discussed above, to put yourself in the lead.

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Written by Jason Wise

Hi! I’m Jason. I tend to gravitate towards business and technology topics, with a deep interest in social media, privacy and crypto. I enjoy testing and reviewing products, so you’ll see a lot of that from me here on EarthWeb.
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