7 Most useful tools to scrape data from Amazon

5 min read

Amazon is one of the most online shopping platforms in the world for both sellers and consumers. It will be very helpful if you could scrape data like product information, customer reviews, and more others to help you improve your store. This article gives you an idea of the best 7 Amazon scrapers and how to use them to scrape data from Amazon.

The list includes multi-functional web scraping software and small-scale extension tools, and they are compared in three dimensions: the automation degree, how friendly the user interface is, and how much they cost.

Top 3 Amazon Scraping Software

If you need to scrape from Amazon regularly, you may find some annoying problems that prevent you from reaching the data – IP ban, captcha, login wall, pagination, data in different structures, etc. In order to solve these problems, you need more powerful tools like what we list below.

web scraping software

1. Octoparse

Octoparse is a free-for-life web scraping tool. It helps users quickly scrape web data without coding. Compared with others, the highlight of this product is its graphic, intuitive UI design. Worth mentioning, its auto-detection function can save your efforts of perplexedly clicking around with messed-up data results.

Besides auto-detection, Amazon templates are even more convenient. Using templates, you can obtain the product list information as well as detailed page information on Amazon. You can also create a more customized crawler by yourself under the advanced mode.

There is no limit to the amount of data scraped even with a free plan as long as you keep your data within 10,000 rows per task.

Powerful functions such as cloud service, scheduled automatic scraping, IP rotation (to prevent IP ban) are offered in a paid plan. If you want to monitor stock numbers, prices, and other information about an array of shops/products on a regular basis, they are definitely helpful.

How to Scrape Amazon Using Octoparse

After getting to know a little bit about Octoparse, how does it actually work? Now, let me walk you through it in detail by using the Octoparse Amazon Detail Pages template as an example.

Step 1: Find the Amazon scraper (US Detail Pages Amazon)

It is easy to see many popular templates that are listed on the homepage of the App.   Find the Amazon logo template and click on it, then you will see all the Amazon templates that we have; find the template named “US Detail Pages Amazon” – that is the one we are going to use here. 

When you click into the template scraper, you will see a short guideline explaining what this specific template does, how to use it, what kind of parameters you shall enter, and what data you can get.

Step 2: Enter the parameters into your scraper

Now, it is the time to tell what your Amazon scraper shall do for you. There is one blank you need to fill in for this template here:

List of ASINs – Type in the products ASINs of all the products that you want. You can find them on each product information page. Collect them and type in the blank.

Pay attention: You can enter up to 3600 ASINs.

Input parameters into the scraper.

Step 3: Run the scraper and export the data when it is completed

This particular Amazon template can only be run in the Cloud so that the scraper can manage to scrape with IP rotation and avoid blocking. If you are not ready to pay for it, we would love to have you join our 14-day trial free of charge. In this case, you can explore all the 100+ template scrapers and easily get data from not only Amazon but also Google Maps, Yelp, Twitter, eBay, etc. The operation steps for different templates are almost the same: find the scraper, enter the parameters, and export the data.

Now, check out “Dashboard” and you will find all the tasks you have built and see if the task’s been completed. The task we built should be named “US Detail Pages Amazon” (same as the name of the template) by default. You will be able to export the extracted data to all kinds of formats like Excel, CSV, JSON, and HTML.

2. ScrapeStorm

ScrapeStorm is an AI-powered visual web scraping tool. Its smart mode works similar to the auto-detection in Octoparse, intelligently identifying the data with little manual operation required. So you just need to click and enter the URL of the Amazon page you want to scrape from.

Its Pre Login function helps you scrape URLs that require login to view content. Generally speaking, the UI design of the app is like a browser and comfortable to use.

ScrapeStorm offers a free quota of 100 rows of data per day and one concurrent run is allowed. The value of data comes as you have enough of them for analysis, so you should think of upgrading your service if you choose this tool. Upgrade to the professional so that you can get 10,000 rows per day.

3. Parsehub

ParseHub is another free web scraper available for direct download. As most of the scraping tools above, it supports crawler building in a click-and-select way and export of data into structured spreadsheets.

For Amazon scrapers, Parsehub doesn’t support auto-detection or offer any Amazon templates, however, if you have prior experience using a scraping tool to build customized crawlers, you can take a shot at this.

You can save images and files to DropBox, and run with IP rotation and scheduling if you start from a standard plan. Free plan users will get 200 pages per run. Don’t forget to back up your data (14-day data retention).

Best 4 Browser Extensions to Scrape Amazon

The key to an extension is easy to reach. You can get the idea of web scraping rapidly. With rather basic functions, these options are fit for casual scraping or small businesses in need of information in simple structure and small amounts.

browser extensions

1. Data Miner

Data Miner is an extension tool that works on Google Chrome and Microsoft Edge. It helps you scrape data from web pages into a CSV file or Excel spreadsheet. A number of custom recipes are available for scraping Amazon data. If those offered are exactly what you need, this could be a handy tool for you to scrape from Amazon within a few clicks.

Data Miner has a step-by-step friendly interface and basic functions for web scraping. It’s more recommendable for small businesses or casual use.

There is a page limit (500/month) for the free plan with Data Miner. If you need to scrape more, professional and other paid plans are available.

2. Webscraper.io

Web Scraper is an extension tool with a point-and-click interface integrated into the developer tool. Without certain templates for e-commerce or Amazon scraping, you have to build your own crawler by selecting the listing information you want on the web page.

Web scraper is equipped with functions (available for paid plan) such as cloud extraction, scheduled scraping, IP rotation, and API access. Thus it is capable of more frequent scraping and scraping of a larger volume of information.

3. Scraper Parsers

Scraper Parsers is a browser extension tool to extract unstructured data and visualize it without code. Data extracted can be viewed on the site or downloaded in various forms (XLSX, XLS, XML, CSV). With data extracted, numbers can be displayed in charts accordingly.

The UI of Parsers is a panel you can drag around and select by clicks on the browser and it also supports scheduled scraping. However, it seems not stable enough and easily gets stuck. For a visitor, the limit of use is 600 pages per site. You can get 590 more if you sign up.

4. Amazon Scraper – Trial Version

Amazon scraper is approachable on Chrome’s extension store. It can help scrape price, shipping cost, product header, product information, product images, ASIN from the Amazon search page.

Go to the Amazon website and search. When you are on the search page with results you want to scrape from, right-click and choose the “Scrap Asin From This Page” option.  Information will be extracted and saved as a CSV file.

This trial version can only download 2 pages of any search query. You need to buy the full version to download unlimited pages and get 1-year free support.

Amazon Data Scraping Service

Tools are created for convenience use. They make complicated operations possible through a few clicks on a bunch of buttons. However, it is also common for users to counter unexpected errors because the situation is ever-changing on different sites. You can step a little bit deeper to rescue yourself from such a dilemma – learn a bit about HTML and Xpath. Not so far to become a coder, just a few steps to know the tool better.

If the tool is not your thing, and you’re finding a data service for your project, Octoparse data service is a good choice. We work closely with you to understand your data requirement and make sure we deliver what you desire. Talk to Octoparse data expert now to discuss how web scraping services can help you maximize efforts.

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