Need a proxy solution? Try ScrapeOps and get 1,000 free requests here, or compare all proxy providers here!

Shopee
Scraping Teardown

Find out everything you need to know to reliably scrape Shopee,
including scraping guides, Github Repos, proxy performance and more.

Shopee Web Scraping Overview

Shopee implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.

Scraping Summary

Shopee is a leading Southeast Asia and Taiwan's ecommerce platform. From the perspective of web scraping, Shopee is quite popular due to the vast amount of data about products, reviews and pricing information it contains. However, Shopee employs several anti-scraping mechanisms, which include bot detection systems, IP blocking and captchas. For successful scraping, it's required to use proxies and proper user-agents, and to respect the rate limits. From a parsing perspective, Shopee presents a moderate difficulty as some content might be loaded dynamically which requires handling JavaScript rendering.

7 / 10

Scraping Difficulty
The difficulty score indicates how easy the website is to scrape.

Best Shopee Proxies

Proxy statistics and optimal proxy providers for scraping Shopee. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.

P

Proxy API Providers

Compare the top proxy API providers for scraping Shopee. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Coming Soon
Cost Per Million:
Coming Soon
Success Rate:
Coming Soon
Avg. Success Latency:
Coming Soon

ScrapeOps Proxy API Aggregator

Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Proxy API Performance Comparisons

We're working on bringing you comprehensive proxy API provider comparisons for Shopee. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best proxy API provider for scraping Shopee.

R

Residential Proxy Providers

Compare the top residential and mobile proxy providers for scraping Shopee. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Coming Soon
Cost Per Million:
Coming Soon
Success Rate:
Coming Soon
Avg. Success Latency:
Coming Soon

ScrapeOps Residential Proxy Aggregator

Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Residential Proxy Performance Comparisons

We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Shopee.

Shopee Anti-Bots

Anti-scraping systems used by Shopee to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.

Detected 2 Anti-bot systems

Cloudflare

Cloudflare provides CDN, cloud cybersecurity, and DDoS mitigation services. Bypassing Cloudflare's protections depends heavily on the which Cloudflare services the website has enabled and the settings they have them set to.

8/ 10

Bypass Difficulty

Bypass Options

Akamai

Akamai Bot Manager is a bot detection and blocking system that is able to detect bad bots whilst leaving good bots through. Akamai Bot manager can be bypassed using a number of bypassing techniques.

9/ 10

Bypass Difficulty

Bypass Options

Shopee Data

Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.

Data Types

No data types found

Public APIs

Not Available
Free API

API Description

Shopee does not provide a public API for accessing overall data. While there may be internal APIs used for internal data management and website operations, these are not advertised nor made available for public use. This means that any attempts to collect data from Shopee will need to bypass this limitation, likely through web scraping techniques or other indirect processes.

Access Requirements

Since there's no official public API, there are no official requirements for access.

API Data Available

There is no API data available.

Why People Use Web Scraping?

In this situation, web scraping becomes a valuable tool as it allows developers to extract data directly from the website's frontend. However, this method often requires advanced programming skills and a deep understanding of the website's structure. Additionally, there are various legal and ethical considerations involved in web scraping. Particularly as websites like Shopee may not appreciate unsanctioned scraping of their data. Users intending to scrape data must ensure they are in line with such regulations, potentially including obtaining permission from the respective website prior to collecting data.

Shopee Lawsuits

Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.

Lawsuits Summary

Shopee has not been involved in any known legal disputes related to web scraping.

Found 0 lawsuits

Shopee Github Repos

Find the best open-source scrapers for Shopee on Github. Clone them and start scraping straight away.

Language
Code Level
Stars
Unmaintained
Last updated 10 months ago

Shopee Scraper is a tool for collecting product information that automates login, searching, and data extraction from Shopee Thailand. It provides a modular design leveraging Selenium for browser automation and supports various features such as managing login sessions and extracting detailed product data.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
11 months ago
6 Stars
2 Forks
Unmaintained
Last updated 1 year ago

Shopee Scraper is a Python application that retrieves product data from Shopee's platform. It collects essential product information and reviews, allowing users to analyze items effectively.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
1 year ago
14 Stars
1 Forks
Unmaintained
Last updated 1 year ago

Shopee is an e-commerce platform that facilitates buying and selling a wide range of products. It provides users with an accessible interface for product discovery and transactions.


Page Types: Product Page, Product Search

Code Level:
immediate
Created
2 years ago
7 Stars
2 Forks
Unmaintained
Last updated 2 years ago

Shopee Scraper is a tool for extracting detailed product data from Shopee, specifically tailored for sellers in Brazil. It retrieves information such as sales, prices, available stock, and location using Shopee's public API.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
3 years ago
44 Stars
8 Forks
Unmaintained
Last updated 3 years ago

Shopee Scraper is a tool designed to monitor product availability on the Shopee platform. It alerts users via email when previously out-of-stock products become available again.


Page Types: Product Page

Language:
python
Code Level:
beginner
Created
4 years ago
7 Stars
7 Forks
Last updated 3 years ago

bot-get-product-shopee is a scraper that extracts all product information from a specified Shopee shop. It enables users to gather detailed data about products in a seamless manner.


Page Types: Product Page

Language:
javascript
Code Level:
immediate
Created
3 years ago
5 Stars
2 Forks
Unmaintained
Last updated 4 years ago

Shopee Scrape is a data collection tool that extracts essential information from the Shopee e-commerce website. It gathers data such as product names, prices, stock status, and store locations, enabling users to analyze listings efficiently.


Page Types: Product Page, Product Search

Language:
php
Code Level:
immediate
Created
6 years ago
94 Stars
27 Forks
Page 1 of 3

Shopee Web Scraping Articles

Find the best web scraping articles for Shopee. Learn how to get started scraping Shopee.

Language
Code Level

Shopee Scraper API: How to Scrape Product Data from Shopee

This article provides a comprehensive guide on how to scrape product data from Shopee using the Scrapeless Shopee Scraper API, making data extraction efficient and accessible for various applications. It details the necessary steps and coding examples, allowing users to gather information like product details, pricing, and sales data easily.

python

1 min to read

scrapeless.com

Scrape Data from Shopee - DEV Community

This article shows how to develop an automated scraping tool for the Shopee e-commerce platform that enhances product visibility and streamlines communication for sellers. It outlines features such as automatic product pushing, messaging reminders, and SEO optimization to help sellers improve their operational efficiency.

python

1 min to read

dev.to

Shopee Product Scraper

This article shows how to develop a Shopee product scraper that extracts product details, reviews, and shop information. It provides practical code examples and guidance on using Python with the pandas library for effective web data extraction.

python

1 min to read

kaggle.com

Shopee Product Scraper

This tutorial demonstrates how to scrape product information from the Shopee website using Python. It provides a structured approach to gathering data from product listings, reviews, and shops on the platform.

python

1 min to read

kaggle.com

How to export Shopee Reviews with images

This article explains how to export Shopee reviews along with images efficiently. It provides a step-by-step guide on copying a URL and using the Shopee Review Exporter to gather product ratings and reviews.

1 min to read

exportcomments.com

Multiple Page Shopee Web Scraping Using Selenium and Python (November 2022) | by Bimo Widyatamoko | Medium

This tutorial demonstrates how to scrap data from the Shopee website using Selenium and Python, focusing on gathering product information like titles, prices, and sales. The guide helps automate the extraction process and export data to CSV for further analysis.

python

1 min to read

medium.com

Web Scraping on Shopee.com. Scrape products’ information from the… | by Fakhrul Muslimin | Medium

This article shows how to scrape product information from Shopee.com using Python and Selenium, focusing on laptops within the marketplace. It provides a detailed guide on gathering and cleaning data, which includes product names, prices, ratings, and more.

python

1 min to read

medium.com

Page 1 of 14

Shopee Web Scraping Videos

Find the best web scraping videos for Shopee. Learn how to get started scraping Shopee.

Language
Code Level

This tutorial teaches how to scrape data from Shopee using the Apify client library along with pandas and numpy for data manipulation. It covers setting up the environment and installing necessary libraries to begin web scraping effectively.

python
apify_client
pandas
numpy
Published
4 months ago
8 min Length
51 Likes
1.5K Views

The video demonstrates how to automate data extraction from the Shopee e-commerce platform using Surfsky, overcoming challenges such as page redirects and bot detection through advanced techniques like anti-fingerprinting and secure proxies. The process enables users to efficiently collect product information, pricing, and seller details for market research.

Surfsky
Published
1 year ago
2 min Length
119 Likes
87.9K Views

This tutorial provides a step-by-step guide on how to scrape product information using the BigSeller extension. It covers the techniques for collecting data from various stores and importing it into your own store draft for further editing and uploading.

Published
1 year ago
3 min Length
4 Likes
1.7K Views

The transcript discusses a person's emotional journey, reflecting on relationships and the beauty in life, accompanied by music. It suggests a narrative of personal growth and appreciation for meaningful connections.

Python
Published
1 year ago
3 min Length
5 Likes
1.1K Views

This tutorial teaches how to scrape products from the Shopee website using a data filtering method to streamline the scraping process. It demonstrates the use of the Scraper Uploader Product tool to automate data collection and facilitate the uploading of relevant product information directly.

Published
2 years ago
7 min Length
25 Likes
3.9K Views

This YouTube tutorial offers a detailed guide to scraping product data from Shopee, an e-commerce platform, using the Shopee scraping tool, enabling users to extract essential information such as names, prices, and availability for market analysis. By following the step-by-step instructions, viewers can effectively set up their scraping environment to perform efficient data extraction and gain competitive insights.

Primarily JavaScript or Python
Published
2 years ago
3 min Length
0 Likes
433 Views

The video tutorial demonstrates how to use the BigSeller extension to efficiently scrape product listings from various marketplaces, such as Shopee, either individually or in bulk. After scraping, users can import and publish the gathered product information to their online stores seamlessly.

JavaScript
Published
3 years ago
1 min Length
4 Likes
7.5K Views
Page 1 of 3