Bypass any anti scraper systems and automatically resolve javascript and fingerprint challenges.
START SCRAPINGEcommerce Web Scraping
unpack the value of Ecommerce data
Scraping eCommerce can be your gateway into understanding commerce trends, predicting future prices, and making better decisions.
Here's our overview based on years of crawling eCommerce data.
Ecommerce Data Use Cases
top reasons to crawl ecommerce websites
In the competitive world of e-commerce, staying ahead means knowing what your competitors are up to.
Competitive pricing, product offerings, and market trends can make or break a business strategy. This is where web scraping becomes an indispensable tool for your business.
Whether you're tracking real-time pricing, monitoring product availability, or analyzing market trends, web scraping delivers the data you need to make informed decisions.
Some real-life scenarios by Scrapfly users
Market price awareness is a key part of any e-commerce strategy and scraping the price can help you stay ahead of the competition.
Ecommerce giants like Amazon.com , Walmart.com , and eBay.com are big enough to dictate the price of entire markets thus are incredible sources of ecommerce data.
Price monitoring helps to keep track of your competitors' pricing strategies, identify pricing trends, and optimize your own pricing strategy.
It can also be used to validate pricing contracts with suppliers and distributors ensuring smooth operations.
Price scraping is used in scheduled data harvesting scrapers as well as real-time scrapers for dynamic pricing calculations.
Understanding the markets is crucial for any new product launch or business strategy and scraping the market data can help you make informed decisions.
For strong market analytics often large e-commerce platforms like Amazon.com are scraped though smaller niches targets like StockX.com can also provide unique market insights.
So collecting big data from e-commerce websites can help you analyze market trends, identify customer preferences, and forecast demand which is especially applicable in today's LLM and AI powered analytics world.
Monitoring your competitors is a key part of any business strategy. By scraping competitor product data, you can keep track of your own relative strategy performance.
This information can help you identify areas where you can improve your own listings, pricing, and marketing strategies to stay ahead of the competition.
Bigger businesses often have distributions and marketplaces they don't control and monitoring these avenues for how your brand is presented is popular use of eCommerce web scraping.
Not only that, but eCommerce web scraping can be used to validate product presentation and pricing to ensure business contracts are followed, and brand integrity is maintained.
This is mostly relevant eCommerce websites with multiple distributors like Amazon.com and Ebay.com .
Customer reviews are a valuable source of feedback and insights for any business. Scraping review data from e-commerce platforms can help you analyze customer sentiment, identify product issues, and improve customer satisfaction.
Ecommerce review scraping can also be used to monitor competitor reviews, track product ratings, and identify new market opportunities.
Top Ecommerce Scraping Targets
the most scraped ecommerce targets today
Web Scraping Amazon.com
Amazon.com is the world’s largest online marketplace, offering an unparalleled selection of products across virtually every category. It provides detailed product descriptions, customer reviews, and competitive pricing, making it a go-to destination for shoppers worldwide.
Amazon.com is also a valuable platform for businesses and sellers to reach millions of customers through its seller directory and marketplace tools.
How to Scrape Amazon.com
For more on scraping Amazon see our introduction guide which covers everything you'd need to know about scraping Amazon products, reviews and other details.
Web Scraping Aliexpress.com
AliExpress.com is a major global online retail platform, offering a vast array of products across numerous categories, including electronics, fashion, and home goods. It provides detailed product descriptions, customer reviews, and competitive pricing, making it a popular choice for shoppers worldwide.
AliExpress.com is also a valuable platform for businesses and sellers to reach a global customer base through its comprehensive seller directory and marketplace tools.
How to Scrape Aliexpress.com
For more on scraping Aliexpress see our introduction guide which covers everything you'd need to know about scraping Aliexpress products and reviews using Python.
Web Scraping Bestbuy.com
BestBuy.com is one of the largest electronics retailers in the US, offering a wide range of products, including consumer electronics, appliances, and home goods. It provides detailed product descriptions, customer reviews, and exclusive deals, making it a trusted destination for tech enthusiasts and shoppers.
BestBuy.com is also a valuable resource for discovering professional services such as installation, repair, and tech support through its Geek Squad directory.
How to Scrape Bestbuy.com
For more on scraping Bestbuy, see our introduction guide which covers everything you'd need to know about scraping Bestbuy product and review data with Python.
Web Scraping Ebay.com
eBay.com is one of the world’s leading online marketplaces, known for its extensive selection of new and used items across countless categories. It offers competitive pricing, auction-style listings, and detailed seller ratings, making it a trusted platform for buyers and sellers alike.
eBay.com is also a valuable resource for connecting with individual sellers and small businesses, offering a unique opportunity to find rare and custom products.
How to Scrape Ebay.com
For more on scraping eBay, see our introduction guide which covers everything you'd need to know about scraping eBay listings, auctions and search data with Python.
Web Scraping Etsy.com
Etsy.com is the go-to platform for handmade, vintage, and unique items, connecting millions of buyers and sellers worldwide. It offers a curated selection of products, including crafts, home décor, clothing, and personalized gifts, making it a favorite for those seeking one-of-a-kind treasures.
Etsy.com is also a valuable resource for small businesses and artisans to showcase their creativity and reach a global audience through its vibrant marketplace.
How to Scrape Etsy.com
For more on scraping Etsy, see our introduction guide which covers everything you'd need to know about scraping Etsy listings, reviews and search data with Python.
Web Scraping Leboncoin.fr
Leboncoin.fr is one of France's most popular classified ad platforms, offering a wide range of listings for properties, vehicles, jobs, and second-hand goods. It provides a simple and efficient way for users to buy, sell, and rent directly from individuals and businesses.
Leboncoin.fr is also a valuable resource for discovering local services and connecting with professionals through its extensive directory of classified ads.
How to Scrape Leboncoin.fr
For more on scraping Leboincoin, see our introduction guide which covers everything you'd need to know about scraping Leboncoin listings data with Python.
Web Scraping Stockx.com
StockX.com is a leading online marketplace for sneakers, streetwear, electronics, and collectibles, offering a unique stock market-style approach to buying and selling. It features verified authentic products, real-time pricing data, and transparent transactions, making it a trusted platform for enthusiasts and resellers.
StockX.com is also a valuable resource for tracking market trends and connecting with a global community of buyers and sellers.
How to Scrape Stockx.com
For more on scraping StockX, see our introduction guide which covers everything you'd need to know about scraping StockX listings data, prices and bids using Python.
Web Scraping Walmart.com
Walmart.com is one of the largest online retailers in the US, offering a vast selection of products across categories such as groceries, electronics, home goods, and clothing. It provides competitive pricing, detailed product information, and convenient delivery or pickup options, making it a top choice for shoppers.
Walmart.com is also a valuable platform for businesses and third-party sellers to reach millions of customers through its online marketplace.
How to Scrape Walmart.com
For more on scraping Walmart, see our introduction guide which covers everything you'd need to know about scraping Walmart product, review and store data using Python.
Ecommerce Data Made Easy
don't let the complexities of ecommerce data hold your business back
from scrapfly import ScrapeConfig, ScrapflyClient, ScrapeApiResponse
client = ScrapflyClient(key="API KEY")
api_response: ScrapeApiResponse = client.scrape(
ScrapeConfig(
# add real estate property url
url='https://www.amazon.com/dp/B0CHBN8QD9',
# enable bypass anti-scraping protection
asp=True,
# enable headless browser if necessary
render_js=True,
# use AI to extract data
extraction_model='product'
)
)
# use AI extracted data
print(api_response.scrape_result['extracted_data']['data'])
# or parse the html yourself
print(api_response.scrape_result.content)import {
ScrapflyClient, ScrapeConfig
} from 'jsr:@scrapfly/scrapfly-sdk';
const client = new ScrapflyClient({ key: "API KEY" });
let api_response = await client.scrape(
new ScrapeConfig({
url: 'https://www.amazon.com/dp/B0CHBN8QD9',
// enable bypass anti-scraping protection
asp: true,
// enable headless browser if necessary
render_js: true,
// use AI to extract data
extraction_model: 'product' // or reviews
})
);
// use AI extracted data
console.log(api_response.result['extracted_data']['data'])
// or parse the HTML yourself
console.log(api_response.result['content'])Output
1
Send an API Request
bypass any blocking and use a real web browser
2
Get Data & Screenshots
get html, browser data and page screenshots
3
Extract Value with AI & LLM
use LLM prompts and AI auto parsers to find data
Web Scraping API
Extraction API
Screenshot API
Web Scraping API
Unlock the Real Power of Web Scraping
Power through scraping challenges using intelligent tools that save time and maximize results with the best success rate and cutting-edge features
-
Automatic Anti-Bot Bypass
-
Proxy Rotation — Millions of Proxies
Automatically rotate proxies from datacenter or residential pools of 130M+ proxies from 120+ countries.
START SCRAPING -
Get Data in the Formats You Need
Get results in data formats that suit you - html, markdown, json and many other are automatically converted.
START SCRAPING -
Render Javascript and Control Real Web Browsers
Use cloud browsers to render javascript powered pages and even control them to click buttons, input forms and perform general automation tasks.
START SCRAPING
Extraction API
Realize the Potential of Your Data
Maximize your efficiency with an AI-powered extraction process designed to save you time. Effortlessly extract data with AI, LLMs, and customizable templates
-
Automatically Extract Data with AI Precision
Use the AI auto extract feature to automatically find data objects like products, reviews, property listings and other common data types.
START EXTRACTING -
LLM Query Your Data
Use data parsing optimized LLM models to interact with your data or extract structured results.
START EXTRACTING -
Create Your Own Extraction RulesCustomize your own extraction rules to extract exactly the data you need and clean-up with our built-in processors. START EXTRACTING
Screenshot API
Effortlessly Capture the Visual Web
Capture web page screenshots effortlessly using real browsers optimized for screenshots
-
Automatically Bypass Blocking
Automatically bypass content and bot blocks for uninterrupted screenshot capture.
START CAPTURING -
Capture Any Area
Capture everything from selected areas to full pages with automatic scrolling.
START CAPTURING -
Block Banners & Ads
Block cookie popups, ads and have complete control of the browser.
START CAPTURING
Seamlessly Integrate with Frameworks & Platforms
Easily integrate Scrapfly with your favorite tools and platforms, or customize workflows with our Python and TypeScript SDKs.
Build LLM and RAG Applications
Explore
More
Integrations
Frequently Asked Questions
How to unblock access to Ecommerce websites?
While scraping e-commerce websites is legal, some websites may block access to their data if they can detect robot-like behavior. For this, you can fortify your scrapers against identification yourself using tools and techniques covered in our blog here or you can leave it to Web Scraping API to handle it for you!
Is web scraping eCommerce websites legal?
Yes, generally web scraping publicly visible ecommerce data is legal in most places around the world. However, extra consideration should be noted on scraping copyrighted product data and reviews. For more see our in-depth web scraping laws article.
What eCommerce data can be scraped?
Ecommerce websites are incredibly rich with variety of data: product listings, reviews, prices, seller details, and more. All of this data can be scraped and used for market analysis, price monitoring, and competitor tracking.
How to extract data from scraped eCommerce pages?
Modern ecommerce websites often store data in page HTML, embedded JSON and generate it through background requests. So, to extract full ecommerce dataset it's best to use AI tools capable of understanding all of these data facets like Extraction API
What is a Web Scraping API?
Web Scraping API is a service that abstracts away the complexities and challenges of web scraping and data extraction. This allows developers to focus on creating software rather than dealing with issues like web scraping blocking and other data access challenges.
How can I access Web Scraping API?
Web Scraping API can be accessed in any http client like curl, httpie or any http client library in any programming language. For first-class support we offer Python and Typescript SDKs.
Are Proxies enough to scrape eCommerce data?
No, most modern ecommerce websites can identify proxies and blocking access to their public data. To bypass ecommerce blocking you'll need to use combination of new bypass tools and techniques or defer these steps to a service like Web Scraping API .