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How to Scrape Shopee Data: Step-by-Step Guide

Emily Chen
Emily Chen

Advanced Data Extraction Specialist

22-Nov-2024

Scraping Shopee data is essential for e-commerce analytics, market research, and price monitoring. However, without the right tools, scraping data can result in your IP being blocked.

How to scrape Shopee data is key to bypassing these restrictions. With a Shopee Scraping API, you can securely access valuable product, pricing, and inventory data without the risk of being blocked. Read on to learn the best practices and tools for successful web scraping.

Part1. Does Shopee Allow Web Scraping?

Yes, Shopee web scraping is allowed as long as the data is public, does not contain personally identifiable information (PII), and complies with Shopee's data scraping requirements.

Part2. What Data can You Scrape from Shopee?

Shopee is a leading e-commerce platform in Southeast Asia, providing valuable data for businesses, especially e-commerce and market research. By using the scraping API, you can scrape important Shopee data such as:

  • Product details: including product name, description, image, and specifications.
  • Pricing information: including current price, historical pricing trends, product discount information
  • Customer reviews and ratings: Customer feedback, star ratings, and review content are crucial to understanding consumer sentiment.
  • Product availability: Product availability and stock level data help track demand and inventory management.
  • Shipping information: Shipping costs, delivery times, and available shipping methods help develop competitive pricing strategies.
  • Seller information: Detailed information about sellers, including ratings and feedback, is useful for understanding the market environment.

Part3. Use API-based Scraping Tools to Scrape Shopee Data [Easy and safe]

Scrapeless is a comprehensive and user-friendly web scraping platform designed to simplify the process of extracting data from various websites, including e-commerce platforms such as Shopee.

It automatically scrapes product information, reviews, pricing, etc. to meet the needs of businesses and individual users. It combines no-code tools and customizable features to enable businesses and individual users to efficiently collect data from websites such as Shopee.

Through its built-in features, users can:

  • Set up a proxy to bypass Shopee's IP restrictions.
  • Automatically extract product titles, prices, reviews and other information.
  • Continuously update and monitor specified product or mall data.
  • In addition, Scrapeless also provides Web Unlocker, Captcha Solver, Headless Browser and other functions.

How to use Scrapeless to scrape Shopee data:

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.
Select the corresponding crawling requirements

Step 4. Click Start Scraping to start scraping, and the scraping results will be displayed on the right.Scrapeless only charges for successful requests.

click start scraping to start scraping

If you need to integrate the Scrapeless Shopee Scraper API into your project, please refer to the following request code:

Copy
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)
 

Part4. Best Tools for Scraping Shopee Data

When scraping Shopee data, there are various tools available, but many come with limitations that can hinder efficiency and scalability.

1. Scrapeless

Scrapeless Shopee Scraper API is an efficient and reliable scraping tool. It not only ensures a high success rate and a pricing model that charges for successful requests, but also automatically bypasses Shopee's anti-scraping technology to ensure a smooth and error-free data scraping process.

In addition, Scrapeless can accurately scrape key information such as product details, reviews, prices, etc. on Shopee. For businesses and researchers seeking efficient and customized data scraping solutions, Scrapeless is an ideal choice.

2. Grepsr

Grepsr is a cloud-based scraping tool that supports multiple data export formats. However, its high customization cost is not suitable for small businesses, and the setup process is complicated and time-consuming, making it difficult to meet real-time scraping needs.

3. Kraper.io

Kraper.io focuses on e-commerce data scraping and is suitable for efficient acquisition of Shopee data. However, its single function, incomplete documentation, and simple interface are not friendly enough for ordinary users.

Therefore, for users who need to efficiently scrape Shopee data, Scrapeless Scraper API is a more comprehensive and reliable choice.

Part5. Tips for Effective Shopee Scraping

Here are three key tips for effective Shopee scraping:

  1. Control Scraping Frequency: Set delays between requests to avoid triggering anti-scraping mechanisms and getting blocked.
  2. Use Random User-Agent and Headers: Rotate these values to mimic human behavior, helping to prevent detection.
  3. Analyze Website Structure: Inspect Shopee’s HTML to pinpoint the exact data you need, improving scraping efficiency.

Part6. Conclusion

In conclusion, scraping Shopee data can provide valuable insights for businesses and researchers who want to analyze market trends, product information, and consumer behavior. But remember to use a reliable web scraping service (such as Scrapeless Shopee Scraper API) and respect Shopee’s data scraping rules.

Unlock the full potential of Shopee data with Scrapeless Shopee Scraper API – the ultimate solution for effortless, reliable, and scalable data extraction.
Explore our customizable solutions today and start your free trial now!

Part7. FAQs on Scraping Shopee Data

1. Is scraping Shopee legal?

Yes, scraping Shopee's public content is generally legal, but you need to comply with the platform's data scraping rules. To ensure security and compliance, it is recommended to use a reliable service.

2. How to avoid being blocked?

Use proxies, rotate your User-Agent and Headers, and set delays between requests to avoid detection.

3. What is the best provider for scraping Shopee data?

The best provider for scraping Shopee data is Scrapeless, which provides a dedicated Shopee API and only charges for successful requests. It is reliable, cost-effective, and perfect for businesses and researchers.

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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.

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