The Top E-Commerce Scrapers of 2024

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. 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.

	Oxylabs	Smartproxy	Zyte	Bright Data	ScraperAPI	NetNut
Avg. success rate	98.50%	96.29%	98.38%	97.90%	67.72%	80.82%
Avg. response time	13.45 s	10.91 s	6.61 s	22.08 s	15.39 s	9.71 s

The Best Web Scraper for E-Commerce Stores

1. Oxylabs

E-commerce scraper with a robust parser for any online store.

9.3/10 ★

Use the code proxyway35 to get 35% off your first purchase.

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 5.08 s.

Read the Oxylabs review for more information and performance tests.

2. Smartproxy

Quality e-commerce scraper with an API playground.

9.3/10 ★

Try 100 MB for free.

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)

Smartproxy 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 it as an API to: 1) receive real-time data or 2) fetch the scraping job without keeping an open connection.

Smartproxy’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, Smartproxy reached a perfect success rate during our tests, and the scraper was the second fastest scraper to fetch results from Amazon (5.08 s).

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.

Read the Smartproxy review for more information and performance tests.

3. Zyte

The fastest e-commerce scraper at a relatively cheap price.

8.8/10 ★

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.

Read the Zyte review for more information and performance tests.

4. Bright Data

The most versatile e-commerce scrapers.

9.3/10 ★

Add up to $500 to your account and get double the amount.

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 options is great for people who are looking to get accurate data without a hands-on experience with scraping.

Read the Bright Data review for more information and performance tests.

5. ScraperAPI

E-commerce scraper with many integration options.

Geolocation: 12 countries with 50+ upon request. ZIP code targeting for Amzon
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

ScraperAPI takes a different approach towards scraping e-commerce websites. It has a general-purpose scraper which can be used with online stores, but it also offers an endpoint for Amazon, Google Shopping, and Walmart.

ScraperAPI 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, ScraperAPI 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.

ScraperAPI did excellent with Amazon – it was successful 100% of the time, and had the fastest response time – 3.79s. However, the performance plummets with less popular targets, such as Lowe’s.

ScraperAPI uses a credit-based pricing system, but it’s pretty complex. Scraping well-protected e-commerce websites might require features like JavaScript rendering or premium proxies, which consume more credits. That means your expenses can grow fast.

6. NetNut

E-commerce scraper for enterprise.

9.0/10 ★

Use the code PWYNTNT to get a 15% discount.

Geolocation: 150 countries
Parsing: no
Pricing model: based on successful requests
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.

For more information and performance tests, read our NetNut review.