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.
Subdomains
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.
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.
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.
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.
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.
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.
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.
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
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 Web Scraping Legality
Understand the legal considerations before scraping Shopee. Review the website's robots.txt file, terms & conditions, and any past lawsuits to assess the risks. Ensure compliance with applicable laws and minimize the chances of legal action.
Legality Review
Shopee's robots.txt file and Terms of Service suggest a tightly regulated approach to automated web access, providing limited permissions to public, non-personal data provided terms are strictly respected. While its rules and community policies do permit scraping of certain data, any attempts to bypass the restrictions, extract personally identifiable information, or disregard the Terms of Service constitutes a violation. It's important to note that while the enforceability of these rules may vary, Shopee is clear in its intent to protect data on both its public and logged-in site areas.
The primary areas of legal risk stem from scraping and accessing data behind login protections, extraction of personal or sensitive data, or any attempts to circumvent access controls such as rate limits, logins, and CAPTCHAs. It's critical to realize that the risk gets more substantial when logged in, as users have explicitly agreed to Shopee's terms. Consequently, most developers aim to maintain respectful crawling, avoid accessing protected sections, and take appropriate care in dealing with personal information to maintain legality in their operations.
Shopee Robots.txt
Does Shopee robot.txt permit web scraping?
Summary
The robots.txt file for Shopee notably prohibits automated interaction for general web crawlers on several parts of the site, yet permits particular ones under clear circumstances. The file repeatedly specifies certain rules such as Disallow: /*widget_service=, Disallow: /*get_vouchers=, and Disallow: /*get_shop_location=, which collectively restrict access to various crucial sections of the website. The denial applies to general User-agent: *, indicating that it is applicable to all generic web scrapers rather than specific bots.
However, we also notice some allowances mentioned for definite paths in the robots.txt file, including Allow: /buyer_cancel/refund_progress/, Allow: /api/v0/buyer_pusher/, Allow: /api/v1/logs/ among others. This practically suggests that Shopee allows web scrappers limited access to certain parts of the site while restricted areas remain protected. Be that as it may, the Sitemap: https://shopee.com/sitemap.xml directive still helps web scrapers in achieving a guided discovery. The above analysis reveals that the robots.txt file of Shopee exhibits a restrictive approach generally towards web scraping, albeit with select permissions to specific paths.
Shopee Terms & Conditions
Does Shopee Terms & Conditions permit web scraping?
Summary
The terms of service for Shopee include restrictions and qualifications regarding automated access and data extraction. Shopee's policies and community statements clarify that some scraping of publicly accessible, non-personally identifiable product data is allowed if you "avoid PII: don’t collect personally identifiable information," "respect robots.txt," and "comply with Shopee’s Terms of Service and anti-scraping requirements (including protection laws)"[1]. This framework suggests that scraping is neither universally forbidden nor freely permitted; compliance with specific boundaries (public-only data, no personal information, no circumvention of access controls) is required, and the restrictions are intended to cover both public and logged-in site areas. Enforceability may depend on whether you have explicitly agreed to the terms, but Shopee presents these rules as universally applicable regardless of explicit agreement.
Shopee provides an official API (Shopee Open Platform)[9], and its terms caution against attempting to bypass access controls such as logins, rate limits, and CAPTCHAs. The use of scraping is explicitly policed through both technological (rate limiting, CAPTCHA, anti-bot fingerprinting, forced logins) and policy means, and community guidance repeatedly warns that "bypassing anti-bot protections, creating fake accounts, or ignoring legal boundaries can put you at risk"[3]. Consequences mentioned or implied include IP blocking, account suspension, and possible legal remedies. Therefore, scraping is only allowed under specific conditions: limiting to public, non-personal data while respecting Shopee’s barriers and terms of use.
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
shopee-scraper
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
11 months ago
shopee-scraper
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
1 year ago
tokvideo
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
2 years ago
shopee-scraper
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
3 years ago
shopee-scraper
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
4 years ago
bot-get-product-shopee
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
3 years ago
Shopee-Scrape
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
6 years ago
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.
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.
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.
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.
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.
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.
1 min to read
medium.com
Shopee Web Scraping Videos
Find the best web scraping videos for Shopee. Learn how to get started scraping Shopee.
Language
Code Level
Shopee Data Scraping Tutorial | Easily Extract Hundreds of E-Commerce Products
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.
4 months ago
How To Automate Shopee Scraping and Data Collection
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.
1 year ago
How to Scrape Products
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.
1 year ago
Scrapping data produk shopee 2024 with python
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.
1 year ago
PANDUAN SCRAPE SHOPEE by FILTER DATA | SCRAPER UPLOADER PRODUCT
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.
2 years ago
Guide: How to Collect Data with Shopee Product Data Scraper
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.
2 years ago
How to scrape products by extension in BigSeller
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.
3 years ago