E-commerce websites like Amazon and eBay hold a lot of useful product-related information. You can gather prices, customer reviews, and images, to name a few. Businesses scrape such data to improve their pricing strategies, get product feedback, and stay ahead of the competition.
However, e-commerce websites are very protective of their data – they apply various anti-bot measures, which are getting more aggressive every year. So, to reach the information, you’ll need a reliable e-commerce web scraping API that’ll take care of proxy management and anti-detection measures.
Whether you’re an individual user or a large business, our list of the best e-commerce scrapers will help you make the most of your data extraction efforts. We benchmarked each web scraping API service and outlined their main characteristics.
Why Pay for an E-Commerce Website Scraper?
A web scraping API isn’t the only way to go about scraping e-commerce websites. You can also build a scraper with programming languages like Python and NodeJS or choose a no-code scraper. So, why should you pay for an e-commerce web scraping API?
First, they’re usually faster than other scraping tools because e-commerce APIs are optimized to scrape online stores. They’re great performers and can handle large amounts of requests, which is ideal for even large-sized projects.
Web scraping API services take care of the scraping infrastructure by keeping high uptime and up-to-date changes in page layouts. So you won’t need to maintain the scraper yourself. They also combine proxies, anti-detection techniques, and some – a data parser.
Additionally, you can easily scale up or down as needed. Some providers don’t require signing a contract, which makes their scrapers perfect for one-off jobs.
Types of E-Commerce Scraping APIs
There are two types of web scraping APIs: specialized and general-purpose.
Specialized e-commerce APIs are designed for specific online marketplaces, like Walmart or Amazon. These APIs usually come with in-built data parsers for returning structured data. Additionally, such scrapers have a more structured approach to scraping. For example, you don’t need to construct a URL by hand – you can simply enter a product’s number or search query, location, and pagination as parameters.
General-purpose APIs aren’t optimized for specific e-commerce stores, but they can scrape any website. These APIs don’t have a data parser, but some services allow you to build one manually. What’s more, such APIs are more customizable in terms of requests. For example, you can adjust various aspects of requests by passing additional parameters like specifying device type, creating sessions, and passing on cookies.
How We Made the List
We curated this list using data from our Web Scraping API Research. During the research, we benchmarked major web scraping API services and targeted the well-known e-commerce website Amazon.
We tested both specialized and general-purpose scrapers comparing their features, scraping performance, parsing capabilities, and price.
| Provider | Avg. Success Rate | Avg. Response Time |
|---|---|---|
| Webparsers | 100% | 3.79s |
| Oxylabs | 98.50% | 13.45s |
| Decodo | 96.29% | 10.91s |
| Zyte | 98.38% | 6.61s |
| Bright Data | 97.90% | 22.08s |
| NetNut | 80.82% | 9.71s |
The Best Web Scraper for E-Commerce Stores
1. Webparsers
E-commerce scraper with many integration options and top performance.
| Feature | Details |
|---|---|
| Available tools | General purpose scraper; endpoints for Amazon, Google Shopping, Walmart |
| Success rate (Amazon) | 100% |
| Response time (Amazon) | 3.79s |
| Geolocation | 12 countries with 50+ upon request. ZIP code targeting for Amazon |
| Parsing | Yes for Amazon, manual for other online stores |
| Pricing model | Based on successful requests & optional features |
| Free trial | 7-day free trial |
| Pricing | Starts from $49 for 100,000 API credits |
Webparsers takes a comprehensive approach towards e-commerce web scraping. It has a general-purpose scraper which can be used with online stores, but it also offers dedicated endpoints for Amazon, Google Shopping, and Walmart.
Webparsers offers five integration methods – a proxy server, a library/SDK, two APIs (open connection and asynchronous), or using the no-code interface on the dashboard. Additionally, the tool comes with 12 US and EU locations, but you can request for more.
In terms of parsing, you have two options. The first is adding a parameter when sending URLs to the API; this way, Webparsers can parse Amazon product pages, search results, page listings, and reviews. Alternatively, you can use the Amazon endpoint with ASIN as a parameter to receive any product page.
The provider has a free plan with 1,000 API credits per month and a 7-day free trial period with 5,000 free requests.
Webparsers did excellent with Amazon – it was successful 100% of the time and had the fastest response time at 3.79s. This makes it an ideal choice for businesses that need reliable e-commerce web scraping at scale.
2. Oxylabs
E-commerce scraper with a robust parser for any online store.
| Feature | Details |
|---|---|
| Available tools | Web Scraper API |
| Success rate (Amazon) | 100% |
| Response time (Amazon) | 5.08s |
| Geolocation | 195+ countries with city & ASN targeting, coordinates for Google |
| Parsing | Yes |
| Pricing model | Based on successful requests |
| Support | 24/7 via live chat, tickets, dedicated account manager for enterprise plans |
| Free trial | 7-day free trial with 5K requests |
| Pricing | $49 for 24,500 requests ($2/1K) |
Oxylabs offers a multipurpose web scraping API with e-commerce scraping capabilities. The API comes with an integrated AI assistant, and it can get you product data from various online marketplaces, including all the top ones, like Amazon, eBay, and Google Shopping.
Oxylabs’ scraper comes with country and postal code targeting in 195 locations. What’s more, it bundles crawling and scheduling features, which are rare for APIs.
The API allows you to either scrape e-commerce pages in real time, or fetch results asynchronously in batches. It also has an in-built parser – unlike other providers, it supports more targets than Amazon. The provider’s AI-based parser attempts to structure any product page. Depending on the target website, you can extract parsed information from various e-commerce properties like search pages, reviews, and pricing data.
The API showed excellent results on Amazon. It was 100% successful, with an average response time of 5.08s.
3. Decodo (formerly Smartproxy)
Quality e-commerce scraper with an API playground.
| Feature | Details |
|---|---|
| Available tools | E-commerce scraping API |
| Success rate (Amazon) | 99.83% |
| Response time (Amazon) | 5.05s |
| Geolocation | 195+ countries with country-level targeting |
| Parsing | Yes |
| Pricing model | Based on successful requests |
| Support | 24/7 via live chat, tickets, dedicated account manager for enterprise plans |
| Free trial | 3-day free trial |
| Pricing | $30 for 15,000 requests ($2/1K) |
Decodo is another provider that has a specialized e-commerce scraping API. It covers two popular online marketplaces – Amazon and Wayfair.
The tool has wide location coverage – you can target any country from 195 locations. It can be integrated as a proxy server to retrieve the results over an open connection or used as an API to: 1) receive real-time data or 2) fetch the scraping job without keeping an open connection.
Decodo’s service comes with an API playground for real-time testing. With this feature, you can build and run requests, see their output, and download generated code snippets for seamless integration.
The e-commerce scraper has a data parser for returning structured results from Amazon. It offers endpoints for product data, reviews, search pages, and others.
Performance-wise, Decodo reached a near-perfect success rate during our tests, and the scraper was quick to fetch results from Amazon (5.05s).
However, the API has some limitations. First, you won’t be able to get results in batches. Also, it includes only two e-commerce targets.
4. Zyte
The fastest e-commerce scraper at a relatively cheap price.
| Feature | Details |
|---|---|
| Available tools | General purpose scraper |
| Success rate (Amazon) | 99.80% |
| Response time (Amazon) | 3.26s |
| Geolocation | 19 countries |
| Parsing | Manual |
| Pricing model | Based on successful requests & optional features |
| Free trial | 7-day free trial |
| Pricing | Starts from $25 with an option to pay as you go |
Zyte offers a web scraping API for all types of websites, including e-commerce, and the scraper is backed up with Zyte’s strong scraping infrastructure.
The web scraper includes features like automatic location selection based on your target URL. If you want, you can manually choose from 19 locations. While the provider primarily targets developers, the tool also has a no-code interface for those with limited scraping experience.
Additionally, Zyte has an AI parser for e-commerce product pages, as well as an API playground that generates code snippets based on your selected parameters.
In terms of headless scraping, Zyte is very customizable. Enterprise clients can use a TypeScript API with scripting functionality in a cloud development environment.
Zyte’s API stood out with speed – the scraper had an average response time of 3.26s. Its success rate is also high – over 99%.
Pricewise, Zyte API doesn’t have a fixed rate. Instead, it calculates request cost based on the website, use of headless browsers, and other factors. As long as you don’t need to render JavaScript, Zyte API is a price-efficient service for most e-commerce targets.
5. Bright Data
The most versatile e-commerce scrapers.
| Feature | Details |
|---|---|
| Available tools | Proxy-based API, e-commerce scraper API, e-commerce datasets |
| Success rate (Amazon) | 99.85% |
| Response time (Amazon) | 5.88s |
| Geolocation | 195+ countries with country and city-level targeting |
| Parsing | Yes with e-commerce scraper API |
| Pricing model | Based on successful requests |
| Support | 24/7 via live chat, tickets, dedicated account manager for enterprise plans |
| Free trial | 7-day free trial |
| Pricing | Web Unlocker: starts at $3 for 1K records; E-commerce scraper API: starts at $1 for 1K records; Datasets: starts at $500 for 200K records ($2.5/1K) |
Bright Data has several options for those looking for e-commerce data: a general-purpose proxy-based Web Unlocker, an e-commerce scraper API, and pre-made e-commerce datasets.
Web Unlocker primarily integrates as a regular proxy server, so if you’re already using proxies, it’ll be a very easy experience. Sadly, Web Unlocker doesn’t include a parser. During our tests with Amazon, Web Unlocker reached a 99.85% success rate, and it was quick – the average response time was 5.88s.
Bright Data also offers an e-commerce scraper API that can scrape e-commerce websites, like Walmart, Amazon, and others. The API handles requests, parses, and delivers data in JSON or CSV.
Lastly, Bright Data also has pre-collected e-commerce datasets. This option is great for people who are looking to get accurate data without a hands-on experience with scraping.
6. NetNut
E-commerce scraper for enterprise.
| Feature | Details |
|---|---|
| Available tools | Website Unblocker |
| Success rate (Amazon) | 99.73% |
| Response time (Amazon) | 6.21s |
| Geolocation | 150 countries |
| Parsing | No |
| Pricing model | Based on successful requests |
| Support | 24/7 via live chat, tickets, dedicated account manager for enterprise plans |
| Free trial | 7-day free trial for companies |
| Pricing | Custom |
NetNut offers a proxy-based API – Website Unblocker – for tackling e-commerce scraping tasks.
NetNut is one of the larger proxy providers. Its web scrapers cover over 150 countries, but there are no additional targeting options. There are no specialized endpoints for e-commerce, and the tool lacks parsing capabilities which makes the service quite basic.
However, the proxy API was relatively performant, with the success rate being over 99%. It was able to unblock targets like Amazon and Walmart quickly most of the time, but it struggled with getting results from less popular websites like Lowe’s and Safeway.
The provider mainly targets enterprise customers – NetNut’s scrapers have a steep entry price. User experience can be improved as well – the service might be difficult to grasp for beginners, and the customer support isn’t always fast to respond. On the other hand, the provider has detailed usage statistics.
Conclusion
When it comes to e-commerce web scraping, choosing the right tool can make a significant difference in your data extraction success. Based on our comprehensive testing, Webparsers emerges as the top choice with its perfect 100% success rate, fastest response time (3.79s), and flexible integration options.
For businesses requiring extensive geolocation options, Oxylabs and Decodo offer excellent coverage with 195+ countries. If budget is a primary concern, Zyte provides competitive pricing with solid performance.
Ultimately, the best e-commerce web scraping solution depends on your specific needs – whether that’s speed, parsing capabilities, geographic coverage, or pricing structure. We recommend taking advantage of free trials to test each service against your target websites before committing to a subscription.