Skip to content

Best Shopify Scraper 2024: Scrape Shopify Product Data from Shopify (No-code)

Do you want to stay up to date and have undeniable access to Shopify data using Shopify scrapers? If yes, this article is here to help! This article provides you with the best Shopify scrapers to aid your search.

When compared to e-commerce shops developed from the bottom up, those hosted by Shopify have less control over the backend of their website. Shopify does the bulk of the heavy lifting. The procedure of scraping Shopify sites is the same for all of them, as you'll find out when you start learning about them.

There is an anti-bot mechanism built into Shopify, but it can be the poorest in the industry when it comes to keeping bots away from your site. Scraping a Shopify site will provide fewer challenges than scraping other websites.

As far as I'm concerned, Shopify is a good target for scrapers. This is due to the fact that it has a publicly accessible API that can be used to query and obtain product information from any website. Using the URL, you can retrieve the file for any Shopify site that contains a product list.

All product information, including variants, can be retrieved by replacing with your target site's URL. If you're merely looking for product data, you won't need to make further web queries because the information is supplied in JSON and structured.

Despite Shopify receiving several complaints, no action has been taken to address the issue. As a business owner, there's nothing you can do to stop this from happening, which is intriguing. Although Shopify allows automatic access, site owners aren't happy with it. Even while Shopify has procedures in place to stop bot traffic, the system isn't strong enough to keep the site safe.

Here are some of the top Shopify scraping tools you can use to quickly and easily get product data from Shopify.

8 Best Shopify Scraping tools in 2024

1. Bright Data — The Number One Shopify Scraper for Scraping Shopify Product Listing

  • Price: Begins at 500 USD (for 151k page loads)
  • Data Format: Excel
  • Platform Supported: Web-Based

The Bright Data Shopify scraper is at the top of my list. A well-known Shopify scraping tool, Bright Data, was once known as Luminati Networks. You can use it to collect Shopify data that will help you keep one step ahead of your rivals.

Shopify's Bright Data tool can be on the more expensive side, but for all the benefits it offers, it's worth every penny. Its user interface is as straightforward as it gets, making it an excellent choice for those just starting out in the world of web scraping.

2. Apify — Best Shopify Scraper for Auto-Scaling

  • Price: Begins at 49 USD monthly (49 USD for 100 Actor Compute Units)
  • Data Format: JSON
  • OS Supported: Cloud-Based (Accessible through API)

Apify is one of the most well-known scrapers in the market, with millions of users across the world. Among the industry's pioneers, Apify has been around for a long time. Scraping any Shopify store will be a breeze with this tool's comprehensive set of capabilities.

With its cutting-edge capabilities, you can be confident that you'll be able to view any web content you choose. It's no secret that if your scraper isn't up to snuff, it will be banned from a website. Not so with Apify, I'm happy to report. Everything that can be automated in a browser with Apify's tools can be done so because of the fantastic built-in capabilities such as auto-scaling.

3. Octoparse — Best Shopify Scraper for Extracting valuable data from the Shopify Website

  • Price: Begins at 75 USD monthly
  • Free Option (14 days free trial)
  • Data Format: SQLServer, MySQL, JSON, Excel, CSV
  • Platform Supported: Desktop, Cloud

One of the most popular Shopify scraping tools is Octoparse. You can use Octoparse even if your Shopify store is Ajaxified because it was developed for the current web.

With Octoparse, you don't need to know how to code at all to scrape Shopify data. To teach it, all you have to do is utilize the point-and-click interface. It contains templates that you can utilize to streamline your processes. A free plan is available, but the full potential of Octoparse is only unlocked when you upgrade to a premium plan.

The fact that scraped data can be exported in a variety of formats is also significant. The Octoparse scraper is ideal for scraping Shopify websites. Either their desktop program or their cloud-based scraper is available to you. Customers considering Octoparse can try it out for 14 days at no cost.

4. ParseHub — Best Free Shopify Scraper for Scraping Shopify Listing

  • Price: Free (However, it has a paid version if you wish to enjoy some advanced features)
  • Data Format: JSON, Excel
  • Platform Supported: Desktop, Cloud

It's possible to utilize ParseHub, a free application, to scrape product listings from Shopify stores. Using ParseHub's cloud-based solution will cost you money, but it's worth it.

Unless you wish to pay for the service, you'll need to download and install the desktop program before you can begin using it. It is not specially designed for Shopify sites, like Octoparse, but rather it is a generic scraping tool. If you are unfamiliar with programming, ParseHub provides a point-and-click interface for you to learn it.

5. ScrapeStorm — Best Shopify Scraper with AI for Automating Shopify Data Scraping

  • Price:99 USD monthly
  • Data Format: Google Sheets, MySQL, JSON, Excel, CSV, TXT
  • Platform Supported: Cloud, Desktop

It's hard to beat ScrapeStorm when it comes to online scraping software. Shopify's greatest scraper, hands down. A former Google crawler team built the program, so you know you're getting a quality scraper. Scraping current Ajaxified and JavaScript-heavy web pages is possible with this tool.

One of the most cutting-edge scrapers available is ScrapeStorm. Even so, it appears to be straightforward. Scrape's utilization of Artificial Intelligence is one of the features you'll like.

6. eScraper — Best for Extracting Information from Shopify Product Listing

  • Price: Begins at 59 USD (for 5000 rows)
  • Data Format: JSON, Excel, CSV
  • Platform Supported: Web

eScraper takes care of all the grunt work. They don't provide you with a scraper. Using this service, you can get product listings from any Shopify business by contacting them.

Filling out a simple form with the specifics of your request is all that is asked of you. Samples would be delivered to you, and then the whole data would be sent to your email address after that. Schedule scraping is a key function of eScraper, and you can enable it at any time.

If you don't want to deal with the trouble of utilizing a tool directly, you'll want to utilize eScraper, a commercial service that you can pay for. Scraping dynamic webpages, data modification and a host of additional features are supported. This company's pricing is dependent on the number of rows, which is considered reasonable.

7. ShopScraper — Best Shopify Scraper for Exporting Product Data into CSV Format for Free

  • Price: Free
  • Data Format: CSV
  • Platform Supported: Google Chrome

If you're not interested in using the extension's more complex functions, you can get it for free from the Chrome Web Store. In other words, it's a scraper created solely for the purpose of crawling Shopify sites for product data. With ShopScraper, exporting product data from a Shopify store to a CSV file is as simple as clicking a button.

Shopify scraper was downloaded more than 2000 times and has received an outstanding star rating, even though there are many more users than star ratings. However, as of this writing, it has received a rating of 5 stars.

Instead of exporting all information, you can pick and select which items or collections you want to scrape with this tool. It's simple to use, light, and speedy.

8. Grepsr — Authentic and Reliable Shopify Scraper for Automating and Scheduling Shopify Data Extraction

  • Free Option (7 days free trial)

My final Shopify scraper is Grepsr. It has a slew of innovative features that make scraping a breeze. It was one of the first scraping programs to have Shopify plug-ins. For those who need a quick way to get information, this is an excellent tool.

Grepsr lets you schedule the extraction of Shopify data. Grepsr allows you to control the extraction of your data and the time it takes to do it. After that, you'll be able to export the information in the format of your choosing. Your email, Dropbox, or server can all get the data that you've retrieved.

Grepsr, like most of the others on the list, is a paid service. A 7-day free trial is the finest feature of Grepsr since it allows customers to have a better understanding of the application before they commit to a subscription.


Q. Is it possible to scrape Shopify?

Yes, you can use a Shopify scraper to extract data from the platform. Scraping Shopify for information relevant to a shop's niche is a common practice for store owners. Shopify stores and websites can be easily scraped with the correct tool.

Q. How do I use Requests and Python to Scrape Shopify?

This is the perfect question-and-answer pair for you if you're proficient in HTML and CSS. You can write a Shopify scraper in any computer language. There are too many languages to cover this in a single post, so I'll stick to utilizing Python for this demonstration. As a result, Python was chosen because of its ease of use, readability, and popularity among bot developers.

Using the products.json file that every Shopify store contains, you can quickly and easily get product information from any of your Shopify stores, as previously mentioned. This saves you the trouble of first downloading the HTML of product sites, then parsing it for the information you need.

Everything you need to know about a product is in the file, and you receive it all back at once. So, since you'll only be sending one request, you won't have to worry about anti-bot systems. If the data you need isn't in products.json, you'll have to go to the pages directly.

Let me show you how simple it is to scrape product data from Shopify stores with a simple product list scraper developed in Python and Requests. In order to retrieve the products.json, you just need to make an HTTP call to the whole list URL route. You can then parse out the relevant data and show it on the screen.


Here you have it—the best Shopify Scrapers. Because Shopify offers product data for each website in a JSON format, it's quite simple to scrape. This is an interesting development. Even if you're not a programmer, you can still get product information using web scrapers, which the author recommends.

Join the conversation

Your email address will not be published. Required fields are marked *