12 Best Web Scraping Tools in 2021 to Extract Online Data
Web scraping tools are software developed specifically to simplify the process of data extraction from websites. Data extraction is quite a useful and commonly used process however, it also can easily turn into a complicated, messy business and require a heavy amount of time and effort.
So, what does a web scraper do?
A web scraper uses bots to extract structured data and content from a website by extracting the underlying HTML code and data stored in a database.
In data extraction, from preventing your IP from getting banned to parsing the source website correctly, generating data in a compatible format, and to data cleaning, there is a lot of sub-process that goes in. Luckily, web scrapers and data scraping tools make this process easy, fast, and reliable.
Often, the information online to be extracted is too large to be manually extracted. That is why companies who use web scraping tools may collect more data in a shorter amount of time at a lower cost.
Besides, companies benefitting from data scraping get a step ahead in the competition between the rivals in the long run.
In this post, you will find a list of the top 12 best web scraping tools compared based on their features, pricing, and ease-of-use.
12 Best Web Scraping Tools
Here’s a list of the best web scraping tools:
Web Scraping Tools
Pricing for 1, 000, 000 API Calls
Web scraper tools search for new data manually or automatically. They fetch the updated or new data, and then, store them for you to easily access. These tools are useful for anyone trying to collect data from the internet.
For example, web scraping tools can be used to collect real estate data, hotel data from top travel portals, product, pricing, and review data for e-commerce websites, and more. So, basically, if you are asking yourself ‘where can I scrape data, ’ it is data scraping tools.
Now, let’s take a look at the list of the best web scraper tools in comparison to answer the question; what is the best web scraping tool?
is an easy-to-use web scraper tool, providing a scalable, fast, proxy web scraper API in an endpoint. Based on cost-effectiveness and features, is on top of the list. As you will see in the continuation of this post, is one of the lowest cost web scraping tools out there.
-Unlike its competitors, does not charge extra for Google and other hard-to-scrape websites.
-It offers the best price/performance ratio in the market for Google scraping (SERP). (5, 000, 000 SERP for $249)
-Additionally, has 2-3 seconds average speed in collecting anonymous data from Instagram and a 99% success rate.
-Its gateway speed is also 4 times faster than its competitors.
-Moreover, this tool is providing residential and mobile proxy access twice as cheaper.
Here are some of its other features.
Rotating proxies; allow you to scrape any website. rotates every request made to the API using its proxy pool.
Unlimited bandwidth in all plans
Only charges for successful requests
Geotargeting option for over 10 countries
Super proxy parameter: allows you to scrape data from websites with protections against data center IPs.
Pricing: Price plans start at $29/m. Pro plan is $99/m for 1, 300, 000 API calls.
Scrapingdog is a web scraping tool that makes it easier to handle proxies, browsers, as well as CAPTCHAs. This tool provides HTML data of any webpage in a single API call. One of the best features of Scraping dog is that it also has a LinkedIn API available. Here are other prominent features of Scrapingdog:
Rotates IP address with each request and bypasses every CAPTCHA for scraping without getting blocked.
Who is it for? Scrapingdog is for anyone who needs web scraping, from developers to non-developers.
Pricing: Price plans start at $20/m. JS rendering feature is available for at least the standard plan which is $90/m. LinkedIn API available only for the pro plan ($200/m. )
AvesAPI is a SERP (search engine results page) API tool that allows developers and agencies to scrape structured data from Google Search.
Unlike other services in our list, AvesAPI has a sharp focus on the data you’ll be extracting, rather than a broader web scraping. Therefore, it’s best for SEO tools and agencies, as well as marketing professionals.
This web scraper offers a smart distributed system that is capable of extracting millions of keywords with ease. That means leaving behind the time-consuming workload of checking SERP results manually and avoiding CAPTCHA.
Get structured data in JSON or HTML in real-time
Acquire top-100 results from any location and language
Geo-specific search for local results
Parse product data on shopping
Downside: Since this tool was founded quite recently, it’s hard to tell how real users feel about the product. However, what the product is promising is still excellent to give it a free try and see for yourself.
Pricing: AvesAPI’s prices are quite affordable compared to other web scraping tools. Plus, you can try the service for free.
Paid plans start at $50 per month for 25K searches.
ParseHub is a free web scraper tool developed for extracting online data. This tool comes as a downloadable desktop app. It provides more features than most of the other scrapers, for example, you can scrape and download images/files, download CSV and JSON files. Here’s a list of more of its features.
Cloud-based for automatically storing data
Scheduled collection (to collect data monthly, weekly, etc. )
Regular expressions to clean text and HTML before downloading data
API & webhooks for integrations
JSON and Excel format for downloads
Get data from tables and maps
Infinitely scrolling pages
Get data behind a log-in
Pricing: Yes, ParseHub offers a variety of features, but most of them are not included in its free plan. The free plan covers 200 pages of data in 40 minutes and 5 public projects.
Priced plans start at $149/m. So, I can suggest that more features come at a higher cost. If your business is small, it may be best to use the free version or one of the cheaper web scrapers on our list.
Diffbot is another web scraping tool that provides extracted data from web pages. This data scraper is one of the top content extractors out there. It allows you to identify pages automatically with the Analyze API feature and extract products, articles, discussions, videos, or images.
Clean text and HTML
Structured search to see only the matching results
Visual processing that enables scraping most non-English web pages
JSON or CSV format
The article, product, discussion, video, image extraction APIs
Custom crawling controls
Pricing: 14-day free trial. Price plans start at $299/m, which is quite expensive and a drawback for the tool. However, it’s up to you to decide whether you need the extra features this tool provides and to evaluate its cost-effectiveness for your business.
Octoparse stands out as an easy-to-use, no-code web scraping tool. It provides cloud services to store extracted data and IP rotation to prevent IPs from getting blocked. You can schedule scraping at any specific time. Besides, it offers an infinite scrolling feature. Download results can be in CSV, Excel, or API formats.
Who is it for? Octoparse is best for non-developers who are looking for a friendly interface to manage data extraction processes.
Capterra Rating: 4. 6/5
Pricing: Free plan available with limited features. Price plans start at $75/m.
ScrapingBee is another popular data extraction tool. It renders your web page as if it was a real browser, enabling the management of thousands of headless instances using the latest Chrome version.
So, they claim dealing with headless browsers as other web scrapers do is time-wasting and eating up your RAM & CPU. What else does ScrapingBee offer?
General web scraping tasks like real estate scraping, price-monitoring, extracting reviews without getting blocked.
Scraping search engine results pages
Growth hacking (lead generation, extracting contact information, or social media. )
Pricing: ScrapingBee’s price plans start at $29/m.
BrightData is an open-source web scraper for data extraction. It is a data collector providing an automated and customized flow of data.
No-code, open-source proxy management
Search engine crawler
Capterra Rating: 4. 9/5
Pricing: Pricing varies based on the selected solutions: Proxy Infrastructure, Data Unblocker, Data Collector, and sub-features. Check the website for detailed info.
Start to Scrape with BrightData
Developed to produce data scraping solutions, Grepsr can help your lead generation programs, as well as competitive data collection, news aggregation, and financial data collection. Web scraping for lead generation or lead scraping enables you to extract email addresses.
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Now for Grepsr, let’s take a look at the tool’s outstanding features.
Lead generation data
Pricing & competitive data
Financial & market data
Distribution chain monitoring
Any custom data requirements
Social media data and more
Pricing: Price plans start at $199/Source. It is a bit expensive so this could be a drawback. Still, it is up to your business needs.
Scraper API is a proxy API for web scraping. This tool helps you manage proxies, browsers, and CAPTCHAs, so you can get the HTML from any web page by making an API call.
Fully customizable (request headers, request type, IP geolocation, headless browser)
Unlimited bandwidth with speeds up to 100Mb/s
40+ million IPs
Pricing: Paid plans start at $29/m however, the lowest-cost plan does not include geotargeting and JS rendering, and it is limited.
The startup plan ($99/m) includes only the US geolocating and no JS rendering. To benefit from all geolocating and JS rendering, you need to purchase the $249/m business plan.
Another one in our list of the best web scraping tools is Scrapy. Scrapy is an open-source and collaborative framework designed to extract data from websites. It is a web scraping library for Python developers who want to build scalable web crawlers.
This tool is completely free.
Web scraping tool helps to collect data at a scale. It offers operational management of all your web data while providing accuracy, completeness, and reliability.
offers a builder to form your own datasets by importing the data from a specific web page and then exporting the extracted data to CSV. Also, it allows building 1000+ APIs based on your requirements.
comes as a web tool along with free apps for Mac OS X, Linus, and Windows.
While provides useful features, this web scraping tool has some drawbacks as well, which I should mention.
Capterra rating: 3. 6/5. The reason for such a low rating is its cons. Most users complain about the lack of support and too expensive costs.
Pricing: Price on application through scheduling a consultation.
I tried to list the best web scraping tools that will ease your online data extraction workload. I hope you find this post helpful when deciding on a data scraper. Do you have any other web scraper tools that you use and suggest? I’d love to hear. You can write in the comments.
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Thank you for your time.
Top 30 Free Web Scraping Software in 2021 | Octoparse
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.
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
Turn the Internet into meaningful, structured and usable data
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
Frequently Asked Questions about best free web scraping tools 2021
What is the best free web scraping tool?
Data Scraper. Data Scraper is a simple and free web scraping tool for extracting data from a single page into CSV and XSL data files. … Scraper. Scraper is a chrome extension for scraping simple web pages. … Parsehub. … OutWitHub. … FMiner. … Dexi.io. … Web Harvey.Sep 3, 2021
Which tool is best for web scraping?
To simplify your search, here is a comprehensive list of 8 Best Web Scraping Tools that you can choose from:ParseHub.Scrapy.OctoParse.Scraper API.Mozenda.Webhose.io.Content Grabber.Common Crawl.Feb 6, 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