5 Best Etsy Scrapers 2022: How to Scrape Product Data With Python

Last Updated: October 4, 2022
When it comes to scraping Etsy, you will require the services of the best web scrapers. Alternatively, you can also opt for developing a custom Etsy scraper.
Best Etsy Scrapers
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The best Etsy scraper in 2022, as found in our independent testing, is ScraperAPI!


When it comes to scraping Etsy, you will require the services of one of the best Etsy scrapers on the web. Alternatively, you can also opt for developing a custom Etsy scraper.

If you are looking for help on either of the above topics, you have come to the right page. 

Etsy is one of the best platforms where you can buy unique, custom, vintage, and handmade items and gifts for your family and friends.

With more than 60 million items listed on the platform, Etsy is easily one of the largest digital marketplaces in the world.

Thanks to this large database of product data, you can easily find unique and vintage gifts, handmade items, etc. at Etsy. 

You can get product data about any items that have been listed on the platform. In fact, most marketers make use of Etsy for pricing monitoring and product research, apart from many other things. 

However, it is not easy to collect data like reviews, ratings, pricing, and listing from Etsy.

This is because Etsy prevents users from collecting data from its platform – you will not find any official API for capturing data that are available free to the public. 

Therefore, if you want to extract product data from the Etsy website, you will have to utilize the best web scrapers for the job.

If you choose to do it manually, you will see that extracting the product data from hundreds of pages is error-prone, a waste of time, boring, and can be tasking.

With the help of Etsy scrapers, you will be able to automate the scraping process – apart from being time-saving, this process is also very efficient. 

Best Etsy Scrapers 2022

In this section, we will talk about the very best Etsy scrapers on the market. You do not have to be a coder to learn how to use or create one.

If you are a non-coder, then this section is the one for you.

Out of these Etsy scrapers, there is also one that can only be used by developers. 

  1. ScraperAPI – 🏆 Winner!
  2. Bright Data
  3. Apify Etsy Scraper
  4. OctoParse
  5. ParseHub

1. Best Etsy Scraper by ScraperAPI

  • Cost: $49.99 monthly cost
  • Availability of Free Trials: Starter plan free; will have some limitations
  • Format Of The Output Data: Google Sheets, MySQL, JSON, Excel, CSV, TXT
  • Platforms Supported: Cloud, Desktop
ScraperAPI

ScraperAPI is an easy-to-understand and use scraping tool that you can use for extracting public data like product details from the Etsy platform.

You are not required to learn coding to use it. All the tasks can be executed easily with the help of the visual interface.

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Another interesting aspect about ScraperAPI is that it is powered by an AI, which only means that all your tasks will be automated. 

Of course, the tool will not be able to identify the type of data you are looking for; hence, ScraperAPI has provided a simple and intuitive interface where you simply need to point and click on the data.

Since this tool has been designed for the modern web, you can be sure that you will get the best support. It features an enterprise-grade tool as well as a free tier. 

2. Bright Data

  • Cost: $500 for 151K page loads
  • Availability of Free Trials: Yes
  • Format Of The Output Data: Excel
  • Platforms Supported: Web-based
Bright Data Data Collector

One of the most popular proxy providers in the market today is Bright Data; this company is also known to provide the best web scrapers that you can use for scraping public data from Etsy.

The data scraper is known as Data Collector; apart from Etsy, you can also use this data scraper on various other websites. 

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When it comes to using Data Collector, you do not have to learn how to code. In fact, you do not even have to learn how to deal with preventing blocks.

This Etsy scraper is fitted with everything that you require to scrape data from Etsy.

This tool is also available as a web-based service. It also supports scraping product details. All you have to do is provide a URL or the product ID. 

Data Collector also allows you to upload a CSV file along with the product’s URL if you want to scrape Etsy data. The pricing is very affordable and is based on the pay-as-you-use model.

3. Apify Etsy Scraper

  • Cost: $49 monthly cost for 100 Actor compute units
  • Availability of Free Trials: Basic plan includes 10 Actor compute units
  • Format Of The Output Data JSON
  • Platforms Supported: Cloud-based; can be accessed via API
Apify Etsy Scraper

Apify is a great automation and scraping platform that has been designed to automate all sorts of manual web actions.

While it is fitted with its range of automation, none of them have support for scraping data on Etsy, except for a general web scraper.

Thankfully, the company has developed a third-party Apify actor that has specifically been designed to scrape data on the Etsy website. 

With the help of this tool, you will be able to collect various types of data like product details, seller details, images, and descriptions.

While the tool is not free to use, it has a very affordable cost of $5 per month. Additionally, you can also use the tool for a week as a free trial.

Since the Etsy scraper is coded on top of the Apify platform, this tool can only be used by NodeJS developers. 

4. OctoParse

  • Cost: $75 monthly cost
  • Availability of Free Trials: 14 days free trial; will also include certain limitations
  • Format Of The Output Data: SQLServer, MySQL, JSON, Excel, CSV, etc. 
  • Platforms Supported: Desktop, Cloud
Octoparse Scraper

OctoParse does not offer a free tier. Instead, you can use this tool for 14 days to try it out.

OctoParse is fitted with a visual scraping feature where you simply need to point towards the data you are looking for and click it for data extraction, thereby making it perfect for new users as well. 

This tool offers great support and various advanced features that include scheduling scraping and cloud scraping.

One of the best aspects of OctoParse is that the team behind the development of this tool has been in the professional web scraping business for a long time. 

5. ParseHub

  • Cost: Both free and paid plans are available
  • Availability of Free Trials: Paid plans offer more advanced features
  • Format Of The Output Data: JSON, Excel
  • Platforms Supported: Desktop, Cloud
ParseHub

If you are on the lookout for another amazing scraper for Etsy, then ParseHub is a great choice. With the help of this tool, you will easily be able to scrape product data from Etsy.

Apart from Etsy, you can also use ParseHub to scrape data from all sorts of websites. One of the best things about using ParseHub is that you do not have to be a coder to use this tool. 

The interface is a point and click type of page; this means you simply need to identify the type of data you are looking for and the scraper will do its job for you.

While it does have a paid plan, the free version will offer you the basic scraping features. However, the paid version will offer you much more advanced features like scheduling the scraping tasks, etc. 

An Overview Of Etsy Scraping 2022

As mentioned previously, Etsy scraping can be described as an automated method of scraping data that is publicly available on the Etsy website.

The tools that are used for the scraping job are known as Etsy scrapers, which are a type of simple web scrapers.

Scrapers are computer bots that are developed to automate the process of collecting public data from Etsy. 

The working of these scraping bots is very easy – it will first send a web request to download the page that contains the data of interest.

Once it is successfully done, the scraper will start parsing data from the page and export it in the required format.

While the theory may seem simple, the process is quite difficult and complex, particularly if you are inexperienced. 

As we have said before, Etsy does not encourage users to scrape data from its site. Hence, it has placed anti-scraping measures to prevent bot access.

The first step towards scraping data from Etsy is to bypass these anti-scraping systems first. If not, you will get blocked only after scraping the first few pages. 

Etsy has placed various anti-scraping tools like cookie tracking, IP blocking, and tracking, etc.

Thankfully, if you can bypass these cookie and IP tracking tools, you will be able to scrape data from Etsy with no problems. 

Scraping Data From Etsy Using Beautifulsoup, Requests, And Python

In this section, we will show you how you can scrape data from Etsy using Beautifulsoup, Requests, and Python; in short, this section is primarily for programmers.

If you do not know anything about coding, we would recommend you to head directly to the next section. 

For coders, you have access to various frameworks and libraries that can make the job of scraping Etsy easier. In fact, you can scrape data from Etsy even if you are not so experienced in this field.

In this case, we will make use of Python to create a custom Etsy scrapper. 

There are two third-party Python libraries you will require as well – the Requests library is used for sending HTTP requests and the Beautifulsoup library will be used to parse out the data of interest. 

When you visit the Etsy website, you first have to switch off JavaScript. Once the page opens, you will be able to use both Requests and Beautifulsoup on the page.

You will notice that there will be some content on the page that requires JavaScript for rendering – in such cases, these two libraries will not work. 

For this, you will require the use of a framework or library that will render JavaScript – Selenium is considered the best choice for the job.

If you want to learn how you can use Requests and Beautifulsoup to scrape Etsy, you can read more about it in their linked documentations. 

Of course, you may still face troubles even after utilizing Requests and Beautifulsoup and you can get blocked by Etsy. However, you need to remember that Etsy will have placed anti-scraping systems. 

For this, you can make use of already-made Etsy scrapers that are already fitted with anti-scraping systems to bypass the anti-scraping systems.

Once you have managed to bypass these blocking systems, you will be able to scrape whatever Etsy data you are looking for. 

When it comes to dealing with IP tracking, you will have to make use of proxies to deal with this problem.

In the case of Etsy, you can utilize rotating proxies; these proxies will keep changing your IP address frequently so that your requests cannot be traced back to the same IP footprint. 

Some other practices that you can use to avoid getting blocked include using referrer header with random URLs, setting random delays between requests, rotating user agent string, etc. 

What Is The Sample Code For Scraping Data From Etsy Using Beautifulsoup, Requests, And Python?

The script that we have provided in this section can accept a list of products on Etsy as input; as a return, you will be provided with almost every detail related to the product.

If the script has been designed to be an MVP, the code will be very minimal and simple.

However, there will be no bypassing any anti-scraping system and no exceptions. Of course, you also have the choice of extending the code if you know how to write one.

Let us look into the code now:

# import both Beautifulsoup and Requests 

import requests

from bs4 import BeautifulSoup

class EtsyProductScraper:

  def __init__(self, url):

self.url = url

self.download_page()

  def download_page(self):

# method for downloading the hotel page

self.page = requests.get(self.url).text

def scrape_data(self):

#method for scraping out product name, description, and price

soup = BeautifulSoup(self.page, “html.parser”)

product_name = soup.find(“h1”, {“id”: “listing-title-small”}).text

product_description = soup.find(“div”, {“id”: “wt-content-toggle-product-details-read-more”}).text

product_price = soup.find(“div”, {“data-buy-box-region”: “price”}).find(“p”, {“class”: “wt-text-title-03 wt-mr-xs-2”}).text

return {“name”: product_name,

               “description”: product_description,

               “price”: product_price

               }

urls = [“https://www.etsy.com/listing/847369766/leather-drawer-pullsship-from-us-drawer?ref=hp_disco-0-1”,]

for url in urls:

   x = EtsyProductScraper(url)

print(x.scrape_data())

Final Thoughts 

As you can see from the above, these tools are some of the best already-made web scrapers that you can use on Etsy.

Of course, you will find many more in the market. If you are skilled enough in coding, you can also opt for developing your custom web scraper for Etsy. 

One of the most important aspects of using such tools is that you should be very careful and try not to get banned.

If you want to remain undetectable while using a web scraper, it is recommended that you always be on your best behavior while you are on the site from where you are scraping the data.

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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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