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Top 30 Free Web Scraping Software in 2021 | Octoparse
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Web Scraping & Web Scraping Software
If you are a total newbie in this area, you may find more sources about web scraping at the end of this blog. Simply put, web scraping (also termed web data extraction, screen scraping, or web harvesting) is a technique of extracting data from websites. It turns web data scattered across pages into structured data that can be stored in your local computer in a spreadsheet or transmitted to a database.
It can be difficult to build a web scraper for people who don’t know anything about coding. Luckily, there is web scraping software available for people with or without programming skills. Also, if you’re a data scientist or a researcher, using a web scraper definitely raises your working effectiveness in data collection.
Here is a list of the 30 most popular web scraping software. I just put them together under the umbrella of software, while they range from open-source libraries, browser extensions to desktop software and more.
Top 30 Web Scraping Software
Easy Web Extract
Web Content Extractor
1. Beautiful Soup
Who is this for: developers who are proficient at programming to build a web scraper/web crawler to crawl the websites.
Why you should use it: Beautiful Soup is an open-source Python library designed for web-scraping HTML and XML files. It is the top Python parser that have been widely used. If you have programming skills, it works best when you combine this library with Python.
Who is this for: Professionals without coding skills who need to scrape web data at scale. The web scraping software is widely used among online sellers, marketers, researchers and data analysts.
Why you should use it: Octoparse is free for life SaaS web data platform. With its intuitive interface, you can scrape web data within points and clicks. It also provides ready-to-use web scraping templates to extract data from Amazon, eBay, Twitter, BestBuy, etc. If you are looking for one-stop data solution, Octoparse also provides web data service.
Who is this for: Enterprises with budget looking for integration solution on web data.
Why you should use it: is a SaaS web data platform. It provides a web scraping solution that allows you to scrape data from websites and organize them into data sets. They can integrate the web data into analytic tools for sales and marketing to gain insight.
Who is this for: Enterprises and businesses with scalable data needs.
Why you should use it: Mozenda provides a data extraction tool that makes it easy to capture content from the web. They also provide data visualization services. It eliminates the need to hire a data analyst. And Mozenda team offers services to customize integration options.
Who is this for: Data analysts, marketers, and researchers who lack programming skills.
Why you should use it: ParseHub is a visual web scraping tool to get data from the web. You can extract the data by clicking any fields on the website. It also has an IP rotation function that helps change your IP address when you encounter aggressive websites with anti-scraping techniques.
Who is this for: SEO and marketers
Why you should use it: CrawlMonster is a free web scraping tool. It enables you to scan websites and analyze your website content, source code, page status, etc.
Who is this for: Enterprise looking for integration solution on web data.
Why you should use it: Connotate has been working together with, which provides a solution for automating web data scraping. It provides web data service that helps you to scrape, collect and handle the data.
8. Common Crawl
Who is this for: Researchers, students, and professors.
Why you should use it: Common Crawl is founded by the idea of open source in the digital age. It provides open datasets of crawled websites. It contains raw web page data, extracted metadata, and text extractions.
Who is this for: People with basic data requirements.
Why you should use it: Crawly provides automatic web scraping service that scrapes a website and turns unstructured data into structured formats like JSON and CSV. They can extract limited elements within seconds, which include Title Text, HTML, Comments, DateEntity Tags, Author, Image URLs, Videos, Publisher and country.
10. Content Grabber
Who is this for: Python developers who are proficient at programming.
Why you should use it: Content Grabber is a web scraping tool targeted at enterprises. You can create your own web scraping agents with its integrated 3rd party tools. It is very flexible in dealing with complex websites and data extraction.
Who is this for: Developers and business.
Why you should use it: Diffbot is a web scraping tool that uses machine learning and algorithms and public APIs for extracting data from web pages. You can use Diffbot to do competitor analysis, price monitoring, analyze consumer behaviors and many more.
Who is this for: People with programming and scraping skills.
Why you should use it: is a browser-based web crawler. It provides three types of robots — Extractor, Crawler, and Pipes. PIPES has a Master robot feature where 1 robot can control multiple tasks. It supports many 3rd party services (captcha solvers, cloud storage, etc) which you can easily integrate into your robots.
Who is this for: Data analysts, Marketers, and researchers who’re lack of programming skills.
Why you should use it: Data Scraping Studio is a free web scraping tool to harvest data from web pages, HTML, XML, and pdf. The desktop client is currently available for Windows only.
Who is this for: Businesses with limited data needs, marketers, and researchers who lack programming skills.
Why you should use it: Easy Web Extract is a visual web scraping tool for business purposes. It can extract the content (text, URL, image, files) from web pages and transform results into multiple formats.
Who is this for: Data analyst, Marketers, and researchers who’re lack of programming skills.
Who is this for: Python developers with programming and scraping skills
Why you should use it: Scrapy can be used to build a web scraper. What is great about this product is that it has an asynchronous networking library which allows you to move on to the next task before it finishes.
17. Helium Scraper
Who is this for: Data analysts, Marketers, and researchers who lack programming skills.
Why you should use it: Helium Scraper is a visual web data scraping tool that works pretty well especially on small elements on the website. It has a user-friendly point-and-click interface which makes it easier to use.
Who is this for: People who need scalable data without coding.
Why you should use it: It allows scraped data to be stored on the local drive that you authorize. You can build a scraper using their Web Scraping Language (WSL), which is easy to learn and requires no coding. It is a good choice and worth a try if you are looking for a security-wise web scraping tool.
Who is this for: A Python and R data analysis environment. Ideal for economists, statisticians and data managers who are new to coding.
Why you should use it: ScraperWiki consists of 2 parts. One is QuickCode which is designed for economists, statisticians and data managers with knowledge of Python and R language. The second part is The Sensible Code Company which provides web data service to turn messy information into structured data.
20. Scrapinghub(Now Zyte)
Who is this for: Python/web scraping developers
Why you should use it: Scraping hub is a cloud-based web platform. It has four different types of tools — Scrapy Cloud, Portia, Crawlera, and Splash. It is great that Scrapinghub offers a collection of IP addresses covering more than 50 countries. This is a solution for IP banning problems.
Who is this for: For businesses related to the auto, medical, financial and e-commerce industry.
Why you should use it: Screen Scraper is more convenient and basic compared to other web scraping tools like Octoparse. It has a steep learning curve for people without web scraping experience.
Who is this for: Marketers and sales.
Why you should use it: is a web scraping tool that helps salespeople to gather data from professional network sites like LinkedIn, Angellist, Viadeo.
Who is this for: Investors, Hedge Funds, Market Analysts
Why you should use it: As an API provider, ScrapeHero enables you to turn websites into data. It provides customized web data services for businesses and enterprises.
Who is this for: Bussiness in all sizes.
Why you should use it: UiPath is a robotic process automation software for free web scraping. It allows users to create, deploy and administer automation in business processes. It is a great option for business users since it helps you create rules for data management.
25. Web Content Extractor
Why you should use it: Web Content Extractor is an easy-to-use web scraping tool for individuals and enterprises. You can go to their website and try its 14-day free trial.
Why you should use it: WebHarvy is a point-and-click web scraping tool. It’s designed for non-programmers. They provide helpful web scraping tutorials for beginners. However, the extractor doesn’t allow you to schedule your scraping projects.
Why you should use it: Web Scraper is a chrome browser extension built for scraping data from websites. It’s a free web scraping tool for scraping dynamic web pages.
28. Web Sundew
Who is this for: Enterprises, marketers, and researchers.
Why you should use it: WebSundew is a visual scraping tool that works for structured web data scraping. The Enterprise edition allows you to run the scraping projects at a remote server and publish collected data through FTP.
Who is this for: Developers, business operation leaders, IT professionals
Why you should use it: Winautomation is a Windows web scraping tool that enables you to automate desktop and web-based tasks.
30. Web Robots
To extract data from websites with web scraping tools is a time-saving method, especially for those who don’t have sufficient coding knowledge. There are many factors you should consider when choosing a proper tool to facilitate your web scraping, such as ease of use, API integration, cloud-based extraction, large-scale scraping, scheduling projects, etc. Web scraping software like Octoparse not only provides all the features I just mentioned but also provides data service for teams in all sizes – from start-ups to large enterprises. You can contact us for more information on web scraping.
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24 Best Free and Paid Web Scraping Tools and Software in …
Web scraping is the process of automating data extraction from websites on a large scale. With every field of work in the world becoming dependent on data, web scraping or web crawling methods are being increasingly used to gather data from the internet and gain insights for personal or business use. Web scraping tools and software allow you to download data in a structured CSV, Excel, or XML format and save time spent in manually copy-pasting this data. In this post, we take a look at some of the best free and paid web scraping tools and software.
Best Web Scraping Tools
Data Scraper (Chrome Extension)
Scraper (Chrome Extension)
Visual Web Ripper
Web Scraper (Chrome Extension)
Additionally, Custom data scraping providers can be used in situations where data scraping tools and software are unable to meet the specific requirements or volume. These are easy to customize based on your scraping requirements and can be scaled up easily depending on your demand. Custom scraping can help tackle complex scraping use cases such as – Price Monitoring, Data Scraping API, Social Media Scraping and more.
How to use Web Scraper Tool?
Below, we have given a brief description of the tools listed earlier and then a quick walk through about how to use these web scraping tools so that you can quickly evaluate which data scraping tool meets your requirement.
Scrapy is an open source web scraping framework in Python used to build web scrapers. It gives you all the tools you need to efficiently extract data from websites, process them, and store them in your preferred structure and format. One of its main advantages is that it’s built on top of a Twisted asynchronous networking framework. If you have a large data scraping project and want to make it as efficient as possible with a lot of flexibility then you should definitely use this data scraping tool. You can export data into JSON, CSV and XML formats. What stands out about Scrapy is its ease of use, detailed documentation, and active community. It runs on Linux, Mac OS, and Windows systems.
ScrapeHero Cloud is a browser based web scraping platform. ScrapeHero has used its years of experience in web crawling to create affordable and easy to use pre-built crawlers and APIs to scrape data from websites such as Amazon, Google, Walmart, and more. The free trial version allows you to try out the scraper for its speed and reliability before signing up for a rapeHero Cloud DOES NOT require you to download any data scraping tools or software and spend time learning to use them. It is a browser based web scraper which can be used from any browser. You don’t need to know any programming skills or need to build a scraper, it is as simple as click, copy, paste and go!
In three steps you can set up a crawler – Open your browser, Create an account in ScrapeHero Cloud and select the crawler that you wish to run. Running a crawler in ScrapeHero Cloud is simple and requires you to provide the inputs and click “Gather Data” to run the crawler.
ScrapeHero Cloud crawlers allow you to to scrape data at high speeds and supports data export in JSON, CSV and Excel formats. To receive updated data, there is the option to schedule crawlers and deliver data directly to your Dropbox.
All ScrapeHero Cloud crawlers come with auto rotate proxies and the ability to run multiple crawlers in parallel. This allows you to scrape data from websites without worrying about getting blocked in a cost effective manner.
ScrapeHero Cloud provides Email support to it’s Free and Lite plan customers and Priority support to all other plans.
ScrapeHero Cloud crawlers can be customized based on customer needs as well. If you find a crawler not scraping a particular field you need, drop in an email and ScrapeHero Cloud team will get back to you with a custom plan.
Data ScraperData Scraper is a simple and free web scraping tool for extracting data from a single page into CSV and XSL data files. It is a personal browser extension that helps you transform data into a clean table format. You will need to install the plugin in a Google Chrome browser. The free version lets you scrape 500 pages per month, if you want to scrape more pages you have to upgrade to the paid plans.
ScraperScraper is a chrome extension for scraping simple web pages. It is a free web scraping tool which is easy to use and allows you to scrape a website’s content and upload the results to Google Docs or Excel spreadsheets. It can extract data from tables and convert it into a structured format.
If you don’t like or want to code, ScrapeHero Cloud is just right for you!
Skip the hassle of installing software, programming and maintaining the code. Download this data using ScrapeHero cloud within seconds.
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Web ScraperWeb scraper, a standalone chrome extension, is a free and easy tool for extracting data from web pages. Using the extension you can create and test a sitemap to see how the website should be traversed and what data should be extracted. With the sitemaps, you can easily navigate the site the way you want and the data can be later exported as a CSV.
(formerly known as CloudScrape) supports data extraction from any website and requires no download. The software application provides different types of robots in order to scrape data – Crawlers, Extractors, Autobots, and Pipes. Extractor robots are the most advanced as it allows you to choose every action the robot needs to perform like clicking buttons and extracting screenshots. This data scraping tool offers anonymous proxies to hide your identity. also offers a number of integrations with third-party services. You can download the data directly to and Google Drive or export it as JSON or CSV formats. stores your data on its servers for 2 weeks before archiving it. If you need to scrape on a larger scale you can always get the paid version
How to Select a Web Scraping Tool? Web scraping tools (free or paid) and self-service software/applications can be a good choice if the data requirement is small, and the source websites aren’t complicated. Web scraping tools and software cannot handle large scale web scraping, complex logic, bypassing captcha and do not scale well when the volume of websites is high. For such cases, a full-service provider is a better and economical though these web scraping tools extract data from web pages with ease, they come with their limits. In the long run, programming is the best way to scrape data from the web as it provides more flexibility and attains better you aren’t proficient with programming or your needs are complex, or you require large volumes of data to be scraped, there are great web scraping services that will suit your requirements to make the job easier for can save time and obtain clean, structured data by trying us out instead – we are a full-service provider that doesn’t require the use of any tools and all you get is clean data without any hassles.
Need some professional help with scraping data? Let us know
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Note: All the features, prices etc are current at the time of writing this article. Please check the individual websites for current features and pricing.
Published On: September 3, 2021
Scarlet May 23, 2019Can you add to this list? Would like an unbiased opinion on this provider. Heard some good thing about it but not too many blogs / reviews talk about it. Thanks in advance!
ScrapeHero May 24, 2019Scarlet,
Would you care to elaborate on where you heard the good things?
Online, personal experience, professional colleagues?
Samuel Dupuis June 18, 2021Hi,
Did you consider adding the Norconex HTTP Collector to this list? It is a flexible Open-Source crawler. It is easy to run, easy for developers to extend, cross-platform, powerful and well maintain.
You can see more information about it here: Reply
9 FREE Web Scrapers That You Cannot Miss in 2021
How much do you know about web scraping? No worries, this article will brief you on the basics of web scraping, how to access a web scraping tool to get a tool that perfectly matches your needs, and last but not least, present you with a list of web scraping tools for your reference.
Table of Content
Web scraping and how it is used
How to choose a web scraping tool
Three types of web scraping tools
Web Scraping And How It Is Used
Web scraping is a way of gathering data from web pages with a scraping bot, hence the whole process is done in an automated way. The technique allows people to obtain web data at a large scale fast. In the meantime, instruments like Regex (Regular Expression) enable data cleaning during the scraping process, which means people can get well-structured clean data one-stop.
How does web scraping work?
Firstly, a web scraping bot simulates the act of human browsing the website. With the target URL entered, it sends a request to the server and gets information back in the HTML file.
Next, with the HTML source code at hand, the bot is able to reach the node where target data lies and parse the data as it is commanded in the scraping code.
Lastly, (based on how the scraping bot is configured) the cluster of scraped data will be cleaned, put into a structure, and ready for download or transference to your database.
How To Choose A Web Scraping Tool
There are ways to get access to web data. Even though you have narrowed it down to a web scraping tool, tools popped up in the search results with all confusing features still can make a decision hard to reach.
There are a few dimensions you may take into consideration before choosing a web scraping tool:
Device: if you are a Mac or Linux user, you should make sure the tool support your system.
Cloud service: cloud service is important if you want to access your data across devices anytime.
Integration: how you would use the data later on? Integration options enable better automation of the whole process of dealing with data.
Training: if you do not excel at programming, better make sure there are guides and support to help you throughout the data scraping journey.
Pricing: yep, the cost of a tool shall always be taken into consideration and it varies a lot among different venders.
Now you may want to know what web scraping tools to choose from:
Three Types of Scraping Tool
Web Scraper Client
Web Scraping Plugins/Extension
Web-based Scraping Application
There are many free web scraping tools. However, not all web scraping software is for non-programmers. The lists below are the best web scraping tools without coding skills at a low cost. The freeware listed below is easy to pick up and would satisfy most scraping needs with a reasonable amount of data requirement.
Web Scraping Tools Client-based
Octoparse is a robust web scraping tool that also provides web scraping services for business owners and enterprises.
Device: As it can be installed on both Windows and Mac OS, users can scrape data with apple devices.
Data: Web data extraction for social media, e-commerce, marketing, real-estate listing, etc.
– extract data from a complex website that requires login and pagination.
– deal with information that is not showing on the websites by parsing the source code.
Use cases: As a result, you can achieve automatic inventories tracking, price monitoring, and leads generation within your fingertips.
Octoparse offers different options for users with different levels of coding skills.
The Task Template Mode enables non-coding users to turn web pages into some structured data instantly. On average, it only takes about 6. 5 seconds to pull down the data behind one page and allows you to download the data to Excel. Check out what templates are most popular.
The Advanced mode has more flexibility. This allows users to configure and edit the workflow with more options. Advance mode is used for scraping more complex websites with a massive amount of data.
The brand new Auto-detection feature allows you to build a crawler with one click. If you are not satisfied with the auto-generated data fields, you can always customize the scraping task to let it scrape the data for you.
The cloud services enable large data extraction within a short time frame as multiple cloud servers concurrently are running for one task. Besides that, the cloud service will allow you to store and retrieve the data at any time.
Device: The desktop application of Parsehub supports systems such as Windows, Mac OS X, and Linux, or you can use the browser extension to achieve instant scraping.
Pricing: It is not fully free, but you still can set up to five scraping tasks for free. The paid subscription plan allows you to set up at least 20 private projects.
Tutorial: There are plenty of tutorials at Parsehub and you can get more information from the homepage.
is a SaaS web data integration software. It provides a visual environment for end-users to design and customize the workflows for harvesting data. It covers the entire web extraction lifecycle from data extraction to analysis within one platform. And you can easily integrate into other systems as well.
Function: large-scale data scraping, capture photos and PDFs in a feasible format
Integration: integration with data analysis tools
Pricing: the price of the service is only presented through consultation case by case
1. Data Scraper (Chrome)
Data Scraper can scrape data from tables and listing type data from a single web page. Its free plan should satisfy most simple scraping with a light amount of data. The paid plan has more features such as API and many anonymous IP proxies. You can fetch a large volume of data in real-time faster. You can scrape up to 500 pages per month, you need to upgrade to a paid plan.
2. Web scraper
Web scraper has a chrome extension and cloud extension.
For the chrome extension version, you can create a sitemap (plan) on how a website should be navigated and what data should be scrapped.
The cloud extension is can scrape a large volume of data and run multiple scraping tasks concurrently. You can export the data in CSV, or store the data into Couch DB.
3. Scraper (Chrome)
The scraper is another easy-to-use screen web scraper that can easily extract data from an online table, and upload the result to Google Docs.
Just select some text in a table or a list, right-click on the selected text, and choose “Scrape Similar” from the browser menu. Then you will get the data and extract other content by adding new columns using XPath or JQuery. This tool is intended for intermediate to advanced users who know how to write XPath.
4. Outwit hub(Firefox)
Outwit hub is a Firefox extension, and it can be easily downloaded from the Firefox add-ons store. Once installed and activated, you can scrape the content from websites instantly.
Function: It has outstanding “Fast Scrape” features, which quickly scrapes data from a list of URLs that you feed in. Extracting data from sites using Outwit hub doesn’t demand programming skills.
Training: The scraping process is fairly easy to pick up. Users can refer to their guides to get started with web scraping using the tool.
Outwit Hub also offers services of tailor-making scrapers.
1. (formerly known as Cloud scrape)
is intended for advanced users who have proficient programming skills. It has three types of robots for you to create a scraping task – Extractor, Crawler, and Pipes. It provides various tools that allow you to extract the data more precisely. With its modern feature, you will be able to address the details on any website. With no programming skills, you may need to take a while to get used to it before creating a web scraping robot. Check out their homepage to learn more about the knowledge base.
The freeware provides anonymous web proxy servers for web scraping. Extracted data will be hosted on ’s servers for two weeks before being archived, or you can directly export the extracted data to JSON or CSV files. It offers paid services to meet your needs for getting real-time data.
enables you to get real-time data from scraping online sources from all over the world into various, clean formats. You even can scrape information on the dark web. This web scraper allows you to scrape data in many different languages using multiple filters and export scraped data in XML, JSON, and RSS formats.
The freeware offers a free subscription plan for you to make 1000 HTTP requests per month and paid subscription plans to make more HTTP requests per month to suit your web scraping needs.
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Frequently Asked Questions about free web crawler data extraction
How can I extract data from a website for free?
Besides that, the cloud service will allow you to store and retrieve the data at any time.ParseHub.Data Scraper (Chrome)Web scraper.Scraper (Chrome)Outwit hub(Firefox)Dexi.io (formerly known as Cloud scrape)Webhose.io.Aug 3, 2021
Is Octoparse free?
Octoparse can be used under a free plan and free trial of paid versions is also available. It supports the Xpath setting to locate web elements precisely and Regex setting to re-format extracted data.Jan 15, 2021
Is it legal to scrape website data?
It is perfectly legal if you scrape data from websites for public consumption and use it for analysis. However, it is not legal if you scrape confidential information for profit. For example, scraping private contact information without permission, and sell them to a 3rd party for profit is illegal.Aug 16, 2021