12 Best Ecommerce Scraping Tools to Find Your Next Bestsellers

You can do Ecommerce scraping in two ways:

• Either using manual programming scripts.
• Or with automated no-code software that does everything for you.

In most cases, irrespective of your business, you don’t want to deal with one more thing to worry about.

And let’s face it: manual Ecommerce scraping can be painful.

It takes a lot of time and a mental toll. Not to mention extra costs if you hire someone to do it for you (recurring costs can be higher).

What would be the best solution to this?

Whether you are an Ecommerce site owner, a market researcher or an entrepreneur, this guide will introduce you to the best Ecommerce scraping tools and software.

The goal? So that you can focus on doing your business.

1. Oxylabs

Oxylabs has built its name not only on proxies but also on powerful web scraping tools designed to handle data collection at scale.

Their AI-Scraper takes away the hassle of maintaining dozens of custom parsers or wrestling with CAPTCHAs.

You just enter a URL, define the data you need, and let the tool deliver structured output.

For larger projects, the Web Scraper API lets you run jobs continuously, whether you’re tracking product prices, monitoring SEO performance, or extracting market research data.

These tools are backed by Oxylabs’ massive proxy network, which provides the stability and anonymity needed to fetch data from almost any website without interruption.

What makes Oxylabs stand out for scraping is the balance of speed, near-perfect success rates, and advanced geo-targeting options, which allow you to pull location-specific datasets reliably.

Add in flexible pricing, free Chrome/Android extensions, and a developer-friendly dashboard, and it’s a strong option for businesses that depend on clean, structured data at scale.

Key Features

• Advanced geo-targeting across 195+ locations
• AI-Scraper for automatic structured data extraction
• Web Scraper API with built-in CAPTCHA and block handling
• Developer dashboard with usage stats, team controls, and whitelisting

Pricing

• Free Trial: 2,000 results (free, no card)
• Pay-as-you-go: $1.35 per 1K results (with JS enabled)
• Micro ($49/mo): 89,000 results included
• Starter ($99/mo): 220,000 results included
• Advanced ($249/mo): 622,500 results included

2. Decodo

Decodo (formerly Smartproxy) is built for teams who want to skip the pain of managing proxies, CAPTCHAs, and browser automation on their own. 

It handles eCommerce data collection with its Web Scraping API.

While it’s built to tackle any data collection task, it comes with eCommerce-specific templates to streamline everything from price monitoring to workflow automation.

Its biggest draw is flexibility. 

Web Scraping API’s main appeal is how easy-to-use yet powerful it is. 100+ ready-made scraping templates and quick setup guides let you start collecting data from major eCommerce platforms like Amazon and Walmart immediately.

Other eCommerce-handy features include consistent identity for account-based scraping, ZIP-level geo-targeting with 195+ locations for checking pricing variations, and advanced CAPTCHA handling with automatic retries to make sure there are no interruptions.

What sets Decodo apart is its plug-and-play integration.

Apart from supporting popular programming languages, it also works with AI integrations like n8n and MCP. This brings data collection straight into your pipelines using prompts instead of code.

Decodo offers a 7-day free trial with a 14-day money-back guarantee and a pay-per-success pricing plan, ideal for launching and scaling eCommerce projects risk-free.

Key Features

• 100+ ready-made scraping templates optimized for major eCommerce platforms
• 99.99% success rate with automatic retry handling for failed requests
• ZIP-code level geo-targeting for precise market intelligence
• Sticky sessions up to 24 hours for complex multi-page scraping workflows
• Detailed dashboards for traffic, render counts, and performance tracking
• Native AI workflow integrations (n8n node, MCP server) for automated data processing
• Multiple output formats (HTML, JSON, Markdown) with structured data parsing

Pricing

• Residential proxies from $1.5/GB
• Mobile proxies from $2.25/GB
• ISP proxies from $2.75/GB or $0.27/IP (with dedicated IP options available)
• Datacenter proxies from $0.38/GB or $0.026/IP (with dedicated IP options available)
• Web Scraping API from $0.95/1K requests

3. Bright Data

Key Features

• Robust Proxy Network with over 72 million residential IPs
• Headful browser API
• Automate CAPTCHA solving, cookie handling, etc
• Web Scraper IDE
• Datasets (Curated feeds of product data, pricing info and more)
• Storage Integrations to cloud platforms like AWS & Google Cloud

Pricing

Contact sales to learn more about Bright Data Ecommerce Data Collection pricing.

4. ScraperAPI

ScraperAPI is a powerful proxy API designed for web scraping. It handles proxies, browsers, and CAPTCHAs, allowing you to scrape any web page with a single API call.

One of the coolest things about ScraperAPI is its Proxy Rotation and IP Management capabilities.

You don’t have to worry about juggling proxies and rotating IP addresses anymore. It takes care of that for you, so you can stay under the radar and scrape a lot of websites without getting blocked.

ScraperAPI also has built-in anti-bot detection and bypassing mechanisms.

It possesses a massive pool of over 40 million IPs from all around the world. With 50+ geolocations to choose from, you can scrape websites from different regions and access location-specific data.

Now, here’s the best part!

ScraperAPI supports JavaScript rendering, IP geotargeting, and residential proxies. So you can scrape even the trickiest sites that need more advanced techniques.

Key Features

• Built-in Anti-Bot Detection and CAPTCHA Bypassing
• Massive Pool of Over 40 Million IPs from 50+ Geolocations
• Support IP Geotargeting, and Residential Proxies
• Easy Integration with existing applications
• Support for various programming languages and frameworks

Pricing

ScraperAPI offers free 5000 API credits on a 7-day free trial. They have 4 paid plan options:

1. Hobby ($49/month – 100,000 API Credits)
2. Startup ($149/month – 1,000,000 API Credits)
3. Business ($299/month – 3,000,000 API Credits)
4. Professional ($999/month – 14,000,000 API Credits)

5. ScrapingBee

ScrapingBee is the powerful web scraping API that manages thousands of headless browser instances using the latest Chrome version and switches proxies on the go.

One of the coolest things about ScrapingBee is its support for JavaScript rendering.

You can scrape any web page, even those fancy single-page applications built with React, AngularJS, or Vue.js.

Throw in your custom JavaScript snippets, and boom, you’re interacting with the target website and extracting data like a pro!

With a single API call, you’ll get formatted JSON data.

Moreover, ScrapingBee lets you capture web page screenshots. Whether you need the full-page view or a part of it, this API’s got it all.

And if coding isn’t your music, they’ve got you covered with integration with Make. You can create your custom web scraping engines without writing a single line of code!

Key Features

• Handles proxies and browser management
• Scrapes single-page applications (React, AngularJS, Vue.js)
• Captures web page screenshots (full-page view or partial)
• Google search API for scraping search engine result pages (SERPs)
• Integration with Make for automation

Pricing

The Freelance plan costs $49 per month and includes 150,000 API credits and support. It is suitable for individuals and small-scale projects.

For startups and growing businesses, the Startup plan is available at $99 per month, offering 1,000,000 API credits.

The Business plan, priced at $249 per month, which provides 3,000,000 API credits and support for 100 concurrent requests.

Regardless of the plan, you can try ScrapingBee for free with 1,000 free API credits.

6. Import.io

Import.io is a super handy ecommerce scraping tool that helps you extract, analyze, and visualize data in real-time.

With Import.io, you can keep up with the latest information from product pages, reviews, rankings, and even Q&A sections.

One of the coolest things about it is its real-time data extraction feature.

And with their data analysis tools, you can explore customer sentiments and spot exciting opportunities for improvement.

Import.io makes it so simple to see trends, patterns, and insights at a glance.

Let’s talk about the types of ecommerce data Import.io supports:

Starting with Product Details. It gives you a goldmine of info from product pages over time. So you can track brand consistency, stay competitive, and learn from historical data.

Then there are Product Reviews.

They help you know exactly what customers are saying about your products and brands.

Product Rankings is another cool data feed. It shows you how well your products are doing in search results compared to your competitors.

Key Features

• Real-time data extraction
• Data analysis and visualization capabilities
• Support for Product Details, Reviews, Rankings & Q&A data
• Support for Availability and Inventory data

Pricing

Import.io comes with a Starter plan that costs $199/month, a Standard plan that costs $599/month and the Advanced plan costs $1099/month.

7. Nimble

Nimble is a fully-automated and personalized web data-gathering solution that offers a hassle-free and efficient way to collect data from various public web sources.

Nimble provides a smooth and hassle-free platform for collecting web data, catering to businesses of all sizes.

With Nimble, you can set up your data pipelines in a few minutes, not days, making the whole process super efficient.

It grants you access to any public web source, giving you a constant flow of reliable and clean data for storage and analysis.

Nimble API is a clever functionality that ensures accurate data delivery to your cloud storage.

And the Nimble Browser is like a turbocharged version of popular web automation tools. It grants you unlimited access to any public website.

Nimble IP also offers high-performance connections from different locations, so you can gather data from all corners of the globe.

Key Features

• Quick and easy setup of data pipelines
• Access to any public web source
• Nimble API for accurate data delivery to cloud storage
• Nimble Browser for unlimited access to any public website
• Nimble IP for high-performance connections from different locations

Pricing

Nimble’s monthly subscription starts at $300/month for their Essential plan and go up to as high as $4000/month for the Enterprise plan.

8. WebHarvy

WebHarvy is a web scraping software designed to ease the extraction of data from various websites. It can scrape all sorts of stuff from websites – text, HTML, images, URLs, and even emails!

You can collect data from different sources and save it in various formats like Excel, XML, CSV, JSON, or TSV files.

Plus, you can send the data to an SQL database, which is great for further manipulation or integrating it with other systems.

WebHarvy is so smart that it can figure out patterns on its own.

Let’s say you need a list of items from a webpage with names, addresses, emails, and prices. WebHarvy will automatically recognize the pattern and scrape all that data without you lifting a finger.

WebHarvy can also handle websites with many pages, like those long product listings or search results.

Oh, and this is cool: you can even give WebHarvy a list of keywords to search for, and it will go to different pages and scrape the results for you.

Key Features

• Scrapes various data types: text, HTML, images, URLs, and emails
• User-friendly point-and-click interface for easy extraction
• Automatic pattern recognition for efficient scraping
• Scrapes data from different categories/subcategories within a website
• Regular Expressions (RegEx) support for advanced scraping needs

Pricing

WebHarvy’s single-user license costs $129 and you get lifetime access to its valid versions.

9. Scraping Robot

Scraping Robot is a web scraping tool for developers that aims to simplify the web scraping process.

It takes care of various challenges like proxy management, CAPTCHA solving, browser scaling, and server management.

With their API, developers can scrape websites and get their hands on precious metadata, all in a convenient JSON format.

They also take care of browser scaling, so you can scrape away without any browser-related issues slowing you down.

Scraping Robot supports JavaScript rendering, meaning you can scrape those dynamic websites that rely on JavaScript for their content.

Key Features

• API for easy scraping and metadata retrieval in JSON format
• Proxy management and rotation
• CAPTCHA-solving feature
• Browser scaling for a smooth scraping experience
• Support for JavaScript rendering for scraping dynamic websites

Pricing

Scraping Robot offers 5000 free scrapes/per month. The Business plan (offering 0-500000 scraps) costs $0.0018/scrape.

10. ScrapeStorm

ScrapeStorm is an AI-Powered visual website scraping tool and web data extractor.

ScrapeStorm’s secret sauce lies in its artificial intelligence algorithms, which detect List Data, Tabular Data, and even the Pagination Buttons.

It can identify all sorts of valuable information like lists, forms, links, images, prices, phone numbers, and emails.

ScrapeStorm’s Flowchart Mode sets it apart.

You can interact with the webpage like you’re browsing the site yourself.

From inputting text to handling drop-down boxes, it’s got it all. It even waits for loading and performs loop operations – talk about efficiency!

When it comes to exporting data, ScrapeStorm offers many formats to choose from, including Excel, CSV, TXT, HTML, and more.

ScrapeStorm is a powerhouse with features like scheduling, IP rotation, automatic export, and even a speed boost engine!

Key Features

• AI-powered web data extraction
• Automatic detection of List Data, Tabular Data, and Pagination Buttons
• User-friendly flowchart mode for visual interaction
• Multiple export formats (Excel, CSV, TXT, HTML, etc.)
• Support for databases and cloud-based solutions

Pricing

ScrapeStorm’s Starter plan is free to use with access to 10 scraping tasks. The Professional plan costs $49.99/month while the Premium plan costs $99.99/month.

11. ParseHub

ParseHub is the free and powerful web scraping tool for ecommerce. Whether you’re a data enthusiast, researcher, or ecommerce professional, this tool has something for each one of you.

The first thing that separates ParseHub is its interface, making web scraping effortless.

Extracting data is as easy as clicking on the elements you want, and thanks to its machine learning relationship engine, it can understand the website’s structure to get you the data you need in no time.

ParseHub can also handle even the most complex and interactive websites. Whether it’s JavaScript, AJAX, forms, maps, or anything else, it can scrape data from any website, no matter how complex and interactive it is.

ParseHub’s REST API allows you to connect the extracted data to Excel, JSON, Google Sheets, and Tableau, among others.

Another fantastic feature is its cloud-based platform, where you can store and access your data whenever you need it.

You can even set up scheduled collections, ensuring you get fresh data sets on a regular basis without lifting a finger.

Key Features

• Effortless web scraping through a user-friendly interface
• Machine learning relationship engine for understanding website structures
• Capable of handling complex and interactive websites
• REST API integration for connecting extracted data to Excel, JSON, etc
• Cloud-based platform for storing and accessing data anytime

Pricing

ParseHub offers a free plan and two pricing plans for web scraping services:

1. Standard Plan: ($189 per month)
2. Professional Plan: ($599 per month)

12. Diffbot

Diffbot is an ecommerce scraping tool with a main focus on extracting and analyzing online data related to product offers and pricing.

One of the best things about Diffbot is the variety of solutions it offers. It allows you to keep track of where your products are being sold online, track prices, and check stock availability.

Another cool feature is its ability to mine user reviews. This helps you gather valuable feedback about their products and even their competitors.

Diffbot can also dig deep into product attributes.

It can pull out details like quantity, weight, color, brand, and other specifications from different product pages and feeds.

Plus, its automation skills can identify all the suppliers and product variations available for a specific item.

They also have the Knowledge Graph, where they organize and connect data in a graph format for better insights.

Key Features

• User review mining for gathering valuable feedback
• Deep product attribute extraction
• Automation capabilities to identify suppliers and product variations
• Knowledge Graph

Pricing

Diffbot offers a 2-week free trial and two paid plan options:

1. Startup: This plan costs $299 per month and is designed for small teams. You get 250,000 credits per month.
2. Plus: At $899 per month, the Plus plan includes everything in Startup and more. You receive 1,000,000 credits per month.

Conclusion (Which Ecommerce Scraping Tool Is For You?)

Congratulations!

You’ve now unlocked the secrets to efficient and effortless Ecommerce scraping, with a bucket of powerful tools.

If you’re seeking an all-in-one solution with enormous data volume and real-time competitor tracking, then look no further than Bright Data.

Their managed data collection services, paired with a vast pool of global IP addresses, will ensure smooth data gathering at a massive scale.

Don’t let manual Ecommerce scraping be a pain; empower yourself with the right tools, and focus on what matters.

Choose the best tool for you today!