Top Shopee Scraper APIs for Product, Search & Live Data

Without the right tools, getting accurate and timely data from the Shopee platform can become a complex and time-consuming task. Similarly, whether you are looking for market analysis or business optimization, choosing a good Shopee data scraping API can greatly improve efficiency and save resources.

Explore these top Shopee scraping API options for fast and accurate data acquisition. To learn how to simplify the data extraction process, continue reading the details on this page.

What is Shopee Data Scraping?

Shopee data scraping is the process of extracting various types of information from the e-commerce platform Shopee using automated tools or APIs.
The data collected through Shopee scraping can be used for:

• Market analysis: Understand product trends, pricing strategies, and competitor products.
• Product tracking: Monitor inventory levels, price fluctuations, and product availability in real time.
• Data integration: Integrate Shopee data into business intelligence tools or internal dashboards.
• Price comparison: Compare Shopee products with those on other platforms to optimize pricing strategies.

Note: Scraping Shopee's public content is generally legal, but you need to comply with the platform's data scraping rules.

Overview of Top 5 Shopee Scraping APIs

#1. Scrapeless

Scrapeless's Scraping API enables seamless public data collection across multiple industries, including eCommerce, SERPs and SEO, Travel and Hospitality, Real Estate, and more, delivering efficient and accurate data solutions tailored to your needs.

Key Features:

• With AI-driven methods, Scrapeless tools automatically adapt to changing website structures and anti-bot protection
• Crawl Shopee product lists, prices, reviews, searches, and more.
• Support crawling multiple Shopee regions: support "shopee.co.id", "shopee.vn", "shopee.co.th", "shopee.ph", "shopee.sg", "shopee.tw" and other regions
• Handles CAPTCHA bypass and proxy management.
• Provide data in a structured format (JSON, CSV).

Using Sopee Scraper API to scrape Shopee data [Complete Guide]

Using the Shopee Scraper API is an efficient and scalable solution. Next, we will explore how to use the Shopee Scraper API to seamlessly extract data from Shopee.
The following is the process of using Shopee Scraping API to scrape Shopee data:

Step 1. Log in to Scrapeless

Step 2. Click on 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:

1. Product Detail Data

 
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/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)

2. Product Search Data

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.search",
      "url": "https://shopee.co.th/api/v4/search/search_items?by=sales&keyword=baby%20pants&limit=30&newest=0&order=desc&page_type=search"
   }
})
headers = {
   'Content-Type': 'application/json',
   'x-api-token': f'{API_KEY}'
}
 
response = requests.request("POST", url, headers=headers, data=payload)
 
print(response.text)

3. Live Data

import json
 
API_KEY = ""
session_id = ""
host = "api.scrapeless.com"
url = f"https://{host}/api/v1/scraper/request"
 
payload = json.dumps({
   "actor": "scraper.shopee",
   "input": {
      "action": "shopee.live",
      "url": f"https://live.shopee.co.th/api/v1/session/{session_id}/more_items?offset=0&limit=10"
   }
})
headers = {
   'Content-Type': 'application/json',
   'x-api-token': f'{API_KEY}'
}
 
response = requests.request("POST", url, headers=headers, data=payload)
 
print(response.text)

For large-scale crawling, you may need to implement a distributed system where multiple instances of the crawler run in parallel on different servers. This helps balance the load and speed up the process significantly. Cloud-based solutions like Scrapeless provide scalable infrastructure where you can deploy multiple scraping tasks simultaneously without having to worry about hardware limitations or IP blocking.

Recommended reading:Shopee Scraper API: How to Scrape Product Data from Shopee

#2. Outscraper Shopee API

The Outscraper Shopee API is designed to help users easily extract product information from Shopee, such as prices, product titles, descriptions, reviews, and ratings. It is ideal for businesses and developers who need to gather large-scale data from Shopee without dealing with complex technicalities like CAPTCHA or proxy management.

Key Features:

• Scrapes product details like titles, prices, and reviews.
• Handles CAPTCHA bypass and IP rotation automatically.
• Provides data in structured formats (JSON, CSV).
• Scalable for both small and large data extraction tasks.

#3. Datahut

Datahut is a cloud-based data scraping service that offers an API for web data extraction, including e-commerce platforms like Shopee. It focuses on delivering clean, structured data in a user-friendly format, making it ideal for businesses and developers who need to collect large amounts of product, pricing, and market data.

Key Features:

• Specializes in scraping e-commerce platforms.
• Provides structured and clean data.
• Scalable for large web scraping projects.

#4. DataMiner API

DataMiner is a web scraping tool that provides browser extensions and APIs for automated data extraction. Its API allows users to create custom scraping rules to extract data from various websites including Shopee.

Key Features:

• Browser extension for easy point-and-click setup.
• Custom scraping rule creation through the API.
• Supports dynamic websites with JavaScript rendering.

#5. Scrapingant

Scrapingant is a web scraping API designed to overcome common challenges like IP blocking, CAPTCHA, and session handling. It provides automated solutions for scraping a wide range of websites, including Shopee, with minimal setup. The API handles anti-scraping measures and delivers accurate, structured data.

Key Features:

• Handles CAPTCHA solving and proxy management.
• High-speed scraping for large volumes of data.
• Supports real-time scraping with fast data retrieval.

Conclusion

In conclusion, Scrapeless Scraper API is the first choice for most users who want to efficiently collect Shopee product, search, and real-time data. Its ease of use and reliable performance make it an ideal choice for both beginners and experienced users.
Start using Scrapeless Scraper API today and experience seamless Shopee data extraction!

Frequently Asked Questions about Shopee Scraping

1. Is it legal to scrape data from Shopee?

Scraping Shopee’s public data is legal. But be sure to comply with any local regulations regarding data usage and scraping to avoid any legal issues.

2. What is Shopee scraping? Why is it important?

Shopee scraping refers to the process of extracting data from Shopee’s e-commerce platform, such as product details, prices, search results, and real-time data. Since Shopee is the leading marketplace in Southeast Asia, obtaining this data is essential to staying competitive in the e-commerce industry.

3. Can Shopee data scraping be done in real time?

Yes, it is possible to scrape data in real time with the right tools. These APIs allow you to collect real-time product listings, prices, and other real-time data directly from Shopee.

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