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.

The best web scraping tools concept image

12 Best Web Scraping Tools Here's a list of the best web scraping tools:

  • Luminati (BrightData)
  • Scrapingdog
  • AvesAPI
  • ParseHub
  • Diffbot
  • Octoparse
  • ScrapingBee
  • Scrape.do
  • Grepsr
  • Scraper API
  • Scrapy
  • Import.io
Web Scraping Tools Pricing for 1,000,000 API Calls IP Rotation JS Rendering Geolocating
Scrape.do $99/m
Scrapingdog $90/m
AvesAPI $800/m
ParseHub $499/m
Diffbot $899/m
Octoparse $75/m
ScrapingBee $99/m
Luminati Pay-As-You-Go
Grepsr $999/m
Scraper API $99/m
Scrapy Free
Import.io On application

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?

1. Scrape.do

Scrape.do web scraping tools

Scrape.do 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, Scrape.do is on top of the list. As you will see in the continuation of this post, Scrape.do is one of the lowest cost web scraping tools out there.

-Unlike its competitors, Scrape.do 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, Scrape.do 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. Scrape.do rotates every request made to the API using its proxy pool.
  • Unlimited bandwidth in all plans
  • Fully customizable
  • Only charges for successful requests
  • Geotargeting option for over 10 countries
  • JavaScript render which allows scraping web pages that require to render JavaScript
  • 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.

2. Scrapingdog

Scrapingdog web scraping tool

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.
  • Rendering JavaScript
  • Webhooks
  • Headless Chrome

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.)

3. AvesAPI

AvesAPI web scraper

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.

4. ParseHub

ParseHub data scraper homepage

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.


  • IP rotation
  • 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.

5. Diffbot

Diffbot online data extraction tool homepage

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.


  • Product API
  • 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
  • Fully-hosted SaaS

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.

6. Octoparse

Octoparse data scraping tool homepage

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.

7. ScrapingBee

ScrapingBee web scraper API tool

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?


  • JavaScript rendering
  • Rotating proxies
  • 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.

8. BrightData (Luminati)

Luminati homepage

BrightData is an open-source web scraper for data extraction. It is a data collector providing an automated and customized flow of data.


  • Data unblocker
  • No-code, open-source proxy management
  • Search engine crawler
  • Proxy API
  • Browser extension

Capterra Rating: 4.9/5

Pricing: Pricing varies based on the selected solutions: Proxy Infrastructure, Data Unblocker, Data Collector, and sub-features. Check the Luminati.io website for detailed info.

Start to Scrape with BrightData

9. Grepsr

Grepsr lead scrape homepage

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
  • API ready
  • 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.

10. Scraper API

Scraper API homepage

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.


  • IP rotation
  • Fully customizable (request headers, request type, IP geolocation, headless browser)
  • JavaScript rendering
  • Unlimited bandwidth with speeds up to 100Mb/s
  • 40+ million IPs
  • 12+ geolocations

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.

11. Scrapy

Scrapy online web scraper

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.

12. Import.io

Import.io web scraping tools

Web scraping tool Import.io helps to collect data at a scale. It offers operational management of all your web data while providing accuracy, completeness, and reliability.

Import.io 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.

Import.io comes as a web tool along with free apps for Mac OS X, Linus, and Windows.

While Import.io 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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