Best Shopee Data Scraper - Extract Shopee Products, Search Data

Advanced Data Extraction Specialist
Web scraping technology plays a crucial role in the e-commerce sector, particularly in extracting data from platforms like Shopee. Using a Shopee data scraper, companies can gather valuable market insights and competitive intelligence by accessing key information such as product prices, inventory, user reviews, and more.
There are various Shopee data scraping tools available, allowing businesses to select the solution that best meets their needs. Common options include:
- Codeless scraping toolοΌUser-friendly and ideal for non-technical users.
- Cloud scraping services: Designed for large-scale data extraction with enhanced security.
- Broswer extensions: Convenient for scraping data directly from the browser.
Selecting the right Shopee data scraper can be challenging since each tool offers unique features.
This article will evaluate the top Shopee data scraping tools on the market to help businesses identify the most suitable solution for their specific requirements.
What is Shopee Data Scraping
Shopee data scraping is the process of automatically extracting information from the Shopee platform using specialized tools known as Shopee data scrapers. These tools collect valuable data such as product details, prices, user reviews, and sales trends, which can be used for market analysis, competitor research, and business decision-making. By automating the extraction process, a Shopee data scraper saves time and effort while ensuring accurate and up-to-date data.
Related reading: How to Scrape Shopee Data [Step by Step Guide]
The Best Shopee Data Scraper of 2025: Quick Summary
We have tested these Shopee data scrapers for a long time and analyzed them from multiple aspects, such as functions, pros and cons, prices, etc. You can quickly get useful information from the table below:
Tool Name | Feature Strength | Ease of Use | Pricing Model | Automation | Anti-Blocking Capabilities |
---|---|---|---|---|---|
Scrapeless Shopee Scraper API | β β β β β | β β β β β | Pay-per-successful-request | Highly automated, flexible | Automatically bypasses anti-scraping |
WebHarvy | β β β β β | β β β β β | Single user license $129 | Supports scheduling | Not supported |
DataMiner | β β β β | β β β β | Free/$99 per month | Customizable rules | Not supported |
Content Grabber | β β β β β | β β β β | Professional $149 per month | Scheduled tasks and API integration | Anti-scraping supported |
ParseHub | β β β β β | β β β β | Free/$149 per month | Visual interface, supports automation | Anti-scraping supported |
Best Shopee Data Scraper - Scrapeless Shopee Scraper Use Case
You can check out the complete steps to use Shopee Scraper Tool to scrape Shopee dataοΌ
Step 1. Log in to Scrapeless
Step 2. Click Scraping API, then select Shopee to enter the Shopee scraping page.
Step 3. Drop down the Action list to select the data type to scrape, and you can customize the proxy region.
Step 4. Click Start Scraping to start scraping, and the scraping results will be displayed on the right.Scrapeless only charges for successful requests.
If you need to integrate the Scrapeless Shopee Scraper API into your project, please refer to the following request code:
import requests
import json
API_KEY = ""
host = "api.scrapeless.com"
url = f"https://{host}/api/v1/scraper/request"
payload = json.dumps({
"actor": "scraper.shopee",
"input": {
"action": "shopee.product",
"url": "https://shopee.tw/2312312.10228173.24803858474"
}
})
headers = {
'Content-Type': 'application/json',
'x-api-token': f'{API_KEY}'
}
response = requests.request("POST", url, headers=headers, data=payload)
print(response.text)
5 Best Shopee Data Scraper
Choosing the right Shopee data scraping tool is crucial for effective product trend analysis and competitor monitoring. Here we summarize the top 5 Shopee data scraper.
#1.Scrapeless Shopee Scraper
Scrapeless's Shopee Scraper API is an efficient data scraping tool for the Shopee platform. It provides an easy-to-integrate API interface that can automatically bypass Shopee's anti-scraping mechanism to ensure stable data scraping. Its pricing model of charging by successful request is very flexible and suitable for enterprises and researchers of all sizes.
Features:
- Supports crawling large amounts of data from large e-commerce platforms such as Shopee and Amazon.
- Seamlessly integrates API interfaces, suitable for enterprise-level applications.
- Automatically identifies web content and extracts data.
- Suitable for medium and large enterprises, supports high-frequency and large-scale data crawling.
- Comply with relevant privacy policies and provide secure data processing methods.
Tips:What is Shopee Scraper API?
The AI-driven Shopee Scraper toolkit developed by Scrapeless is designed specifically for enterprises to easily and efficiently extract public web page data. It can seamlessly connect to Shopee's API to obtain comprehensive data, including keyword and category searches, product details (description, price, inventory, sales, variations), buyer ratings and reviews, etc.
#2.WebHarvy
WebHarvy is an automated web scraping tool with a simple user interface, suitable for users without programming experience. It can automatically identify and scrape key information on Shopee pages, including product prices, descriptions, and reviews.

Features:
- Support scheduled tasks: You can set a scheduled scraping to automatically obtain the latest data.
- Multi-format export: Supports data formats such as CSV, Excel, and JSON.
#3.DataMiner
DataMiner is a browser-based extension tool that can easily scrape Shopee data in the browser. It supports custom crawling rules, allowing users to select and extract specific content from web pages.

Features:
- Browser extension: Install directly in the browser, easy to operate.
- Flexible custom rules: You can set crawling rules according to your needs.
- Multiple export formats: Supports exporting crawled data to CSV or Excel format.
#4.Content Grabber
Content Grabber is a powerful web scraping tool designed for large e-commerce websites (such as Shopee). It supports automated scraping and can export the scraped data into various formats, suitable for handling complex scraping tasks.

Features:
- Automation function: scheduled scraping tasks, automatic data extraction.
- Data processing function: support scraping, cleaning and exporting data.
- API support: provides API interface, suitable for enterprise-level integration.
#5.ParseHub
ParseHub is a visual web crawler that supports crawling complex data from e-commerce websites such as Shopee. It supports dynamic web crawling and can handle data loaded by JavaScript, suitable for users who need to crawl a large amount of web content.

Features:
- Visual interface: set crawling tasks through a graphical interface, suitable for non-technical personnel.
- Support dynamic web crawling: can crawl data loaded by JavaScript.
- Data export: supports export in CSV, Excel, JSON and other formats.
- Powerful data extraction capabilities: can handle complex web page structures.
How to Choose the Best Shopee Data Scraper Based on Your Needs
To choose the best Shopee data scraper for your needs, focus on these core aspects:
- Functionality: Ensure it supports scraping the specific data you need (e.g., prices, reviews, or inventory).
- Ease of Use: Look for user-friendly tools or scripts that match your technical skills.
- Speed: Opt for a scraper with efficient performance to save time.
- Cost: Compare pricing models (free, subscription, or one-time fee) to fit your budget.
- Scalability: Choose one that handles large volumes of data if required.
The Bottom Line
On this page, we provide 5 top Shopee Data Scrapers for you to choose from to help you effectively extract the e-commerce data you need.
Remember, no matter which tool you choose, you should ensure that the tool complies with local data privacy regulations and the Terms of Use of the Shopee platform.
Among the 5 Shopee Data Scrapers, here is a quick reference list to help you choose the right Shopee Data Scraper to scrape the data you need.
- #1. Scrapeless Shopee Scraper: Best Shopee data scraping solution
- #2. WebHarvy: Intuitive and user-friendly visual scraping tool
- #3. DataMiner: Quick start browser extension tool
- #4. Content Grabber: Professional and highly customizable crawler tool
- #5. ParseHub: Multi-platform compatible cloud scraping tool
For most users with Shopee data needs, Scrapeless Shopee Data Scraper is ready for you to try. In addition to e-commerce data scraping, Scrapeless also provides tools such as Headless Browser, Captcha bypass, Web Unlocker, etc. Try Scrapeless now and scrape the Shopee data you need with just a few clicks.
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At Scrapeless, we only access publicly available data while strictly complying with applicable laws, regulations, and website privacy policies. The content in this blog is for demonstration purposes only and does not involve any illegal or infringing activities. We make no guarantees and disclaim all liability for the use of information from this blog or third-party links. Before engaging in any scraping activities, consult your legal advisor and review the target website's terms of service or obtain the necessary permissions.