Best Web Scraping Tools for Data Extraction in 2023

If you are looking to make use of web data then you are in the right place. Here, is a curated list of the best Web Scraping Tools and Software.

What is Web Scraping?

Web Scraping is the process of extracting data from a website. Web scraping can be done both manually by a user or using an automation tool implemented using a bot or web crawler.

What is Web Scraping Tool

Web scraping tools are also known as Web harvesting tools or Web data extraction tools. Web Scrappers use intelligent automation to extract useful information from websites. These tools help you to collect huge data from websites on a large scale seamlessly. These tools allow us to download data in the form of Excel, CSV, or XML.

Types of Screen Scraping Tools

Types of Web Scraping Tools available in the market are as follows.

1. Browser Extension
2. Installable Software
3. Cloud-based

Best Web Scraper Tools

Here is the list of the best web scraping tools for data collection and analysis with popular features and the latest download link.

Do look into the details before you purchase anyone for your needs. Web scraping tools of both paid and open-source can be a good choice

#1. Bright Data

Bright Data’s Scraping Browser is a powerful browser for scraping web data that allows easy access to target websites and enables you to extract relevant data.

It automates all website unlocking operations, including CAPTCHA solving, browser fingerprinting, and more.

With Puppeteer (Python) or Playwright (Node.js) API, you can fetch any number of browser sessions and interact with them seamlessly.

Scraping Browser is hosted on Bright Data’s infrastructure, making it scalable and cost-effective. It also uses AI technology to bypass bot-detection software, outsmarting any bot-detection system.

Unlike headless browsers, Scraping Browser is a GUI/browser with less chance of being detected by bot-detection software.

• Price: Starting from $15.00/GB
• Trial: Free 7-day trial.
• Support: Chat, Phone, and Email.

#2. Oxylabs Scraper APIs

Oxylabs’ Scraper APIs can extract public web data from even the most complex pages. It is best for large-scale web scraping operations. There are four Scraper APIs: SERP Scraper API, E-Commerce Scraper API, Real Estate Scraper API, and Web Scraper API. Each Scraper API is specifically built for different targets to improve overall performance and user experience. Starting at $99/month.

Features:

• All Scraper APIs guarantee:
• Paying only per successful results;
• Easy access to localized content;
• Effortless scaling for your growing needs;
• 102M+ proxy pool;
• Data delivery to your cloud storage bucket (AWS S3 or GCS);
• Bypass geo-restrictions effortlessly with noticeably fewer CAPTCHAs or IP blocks
• 24/7 support via live chat and email
• 7-day free trial with no commitment. No credit card is required.

Pricing:

• Free: 5K pages, 5 results/s
• Starter Plan: $99/month – 29K pages, 15 results/s
• Business Plan: $399/month – 160K pages, 50 results/s
• Corporate Plan: $999/month – 526K pages, 100 results/s.

#3. Scraper API

Scraper API is a proxy API for web Scraping; It handles proxies, browsers, and CAPTCHAs so that you can get the HTML from any web page with a simple API call.

You will never get blocked because it rotates IP addresses with each request, from a pool of millions of proxies across over a dozen ISPs, and automatically retries failed requests, also solves captcha’s for you.

Scraper API is easy to use and fully customizable; it allows you to customize request headers, request type, IP geolocation, and more with literally no effort.
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Features:

• They have over 40+ Million IPs all over the world.
• You can target more than 12 Geolocations.
• Easy Automation, automate all the complex tasks like automating IP rotation, CAPTCHA handling, rendering javascript with headless browsers, and more.
• 99.9% Uptime Guarantee with unlimited bandwidth and Professional Support.
• Unlimited Bandwidth; Every proxy scraper API uses allows for unlimited bandwidth, meaning you are charged only for successful requests.
• Super Fast Support; Scraper API has a reputation for quick and professional support.

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Pricing:

Scraper API goes nicely with popular programming languages such as Bash, Node, Python, Scrapy, PHP, Ruby. If you are not sure about buying scraper API you can create a free trial account to taste it out. Give it a try and see how it goes. You can upgrade at any time.

#4. Octoparse

Octoparse is a free web scraper tool. It allows you to extract data from websites without coding and turn webpages into structured data within clicks.

Features:

• Scrape all data with a simple point and click. No coding needed.
• Automatic IP rotation to prevent IP from being blocked.
• Schedule tasks to scrape at any specific time, hourly, daily, weekly…
• Scrape websites with infinite scrolling, login, drop-down, AJAX…
• Download scraped data as CSV, Excel, API, or save to databases.

Founded: 2012
Located: United States

Pricing: Its free plan is perfect for simple projects. With the free plan, you can crawl unlimited pages and allows 2 concurrent local run and 10 crawlers.

The standard plan is $75 per month. It also has 2 different plans:

• Standard Plan at $75 per month
• Professional Plan at $209 per month

It also offers an enterprise plan as per your requirement.

#5. Scraping-Bot

Scraping Bot offers a powerful web scraping API to extract HTML content without getting blocked. Specific APIs to collect data: Retail(to retrieve a product description, price, currency), Real Estate(to collect property details, such as a purchase or renting price, surface, location), and more.

Features:

• Easy-to-integrate integrate API
• Affordable price plans
• JS rendering – Scraping with headless browsers from websites in Angular JS, Ajax,
• JS, React JS, and more.
• Handles proxies and Browsers
• Geotargeting

Website Link: ScrapingBot

Pricing: The pricing starts at €39 per month. It also has 3 different plans:

• Freelancer at €39 per month.
• Startup at €99 per month.
• Business at €299 per month.
• Enterprise at €699 per month

Scraper Bot also offers a Free Plan with limited features and customized plans as per your requirement.

#6. Wintr

Wintr is a web scraping API using rotating residential proxies allowing you to scrape and parse any data available on the web.

Easy to use and fully customizable, WINTR has many tools to collect data, even from the most complicated websites. For example, you can easily scrape the content of a publicly available webpage using a rotating IP address or automate authentication with Javascript rendering, then scrape private data using session cookies and a persistent IP address.

Scraping raw HTML is cool but requires you to parse it to get the data you need. WINTR offers a way more efficient data-gathering approach by returning a JSON object in the response containing structured data. To take advantage of this feature, you must define a JSON output schema before calling the API.

Pricing: The pricing starts at €20 per month. It also has 6 different plans:

• Bronze at €20 per month.
• Silver at €40 per month.
• Gold at €80 per month.
• Platinum at €150 per month
• Diamond at €150 per month
• Pay as you go at €500+ per month

Wintr also offers a Free Plan with limited features and customized plans as per your requirement.

#7. ZenRows

Zenrows 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.

Features:

• Rotating Proxies – Enjoy a vast proxy pool that ensures you will always be in stealth mode.
• Anti-Bot Bypass – ZenRows’ scrapers automatically bypass all major bot protection countermeasures.
• Data Extraction – Fine-tuned Autoparse algorithm that automatically extracts data for you.
• Javascript Render – Quickly render any website that heavily relies on Javascript.
• Residential Proxies – Browse as a real user with the best residential & 4G mobile proxies.
• Unlimited Scale – Start small and go big. Scrape the web with unlimited bandwidth.

Pricing: ZenRows offers 4 paid plans among 3 are free to try for its users.

• Developer – $49/month
• Startup – $99/month
• Business – $249/month
• Enterprise – $999+/month (Custom plan)

#8. Scrape-It.Cloud

Scrape-It.Cloud is a web scraping proxy API that allows for efficient and low-effort data harvesting. Its large proxy pool provides users with the bandwidth to bypass rate limiting on any website, reducing the chances of getting blocked and keeping scraping bots well hidden. Scrape-It.Cloud handles headless browsers and rotating proxy servers, eliminating the need for users to set up any technical infrastructure or manage complicated API integrations. Additionally, Scrape-It.Cloud offers ready-made scrapers for popular services such as Google, Amazon, Yelp, Zillow, and more.

Features:

• Automatic proxy rotation eliminates the possibility of IP bans and ensures smooth and uninterrupted data collection. Say goodbye to blocked IPs and CAPTCHAs. 
• Worldwide geotargeting allows users to access web pages from different locations around the world, enabling them to extract geographically specific information.
• Javascript Rendering helps to scrape data from websites using React, AngularJS, Ajax, Vue.js, or other libraries.
• Easy-to-integrate API provides seamless integration with any platform or system.
• Using Custom Cookie allows users to input their own cookies to be used when scraping the desired website, providing a more personalized and targeted scraping experience.
• JavaScript Execution function allows users to execute JavaScript code on the target website to extract specific data.

Pricing: The pricing starts at $30 per month. It also has 4 different plans:

• Individual at $30 per month.
• Startup at $45 per month.
• Business at $90 per month.
• Enterprise at $200 per month.

#9. Import.io

Import.io is a SaaS web data integration platform, which allows people to convert semi-structured web data in web pages into structured data. It offers real-time data retrieval through our JSON REST-based and streaming APIs, and integrates with many programming languages and data analysis tools.

Features:

• Disparate Data Collection
• Document Extraction
• Email Address Extraction
• IP Address Extraction
• Image Extraction
• Phone Number Extraction
• Pricing Extraction
• Web Data Extraction

Founded: 2012
Located: United States
Website Link: Import.io
Pricing: It contains community and enterprise editions.

• Community edition: Free (Community edition is used by over 600,000 data explorers and it is ideal for projects and experiments)
• Enterprise edition: Contact sales

#10. Webhose.io

Webhose.io is an advanced data crawling API service that specializes in providing access to structured data from millions of web sources.

Features:

• Extensive Global Coverage
• Machine-Readable
• Data structuring – Organize extracted data into an easily digestible structure.

Founded: 2007
Located: Israel
Website Link: Webhose 
Pricing: Webhose.io provides a free trial. Contact their sales team for pricing.

#11. Scrapinghub

Scrapinghub specializes in data extraction quickly and effectively using open source technologies. The tool handles over 3 billion web pages a month. It has four different types of tools — Crawlera, AutoExtract, Scrapy Cloud, and Splash. It provides different web services for different kinds of people.

Founded: 2010
Located: Ireland
Website Link: ScrapingHub 
Pricing: Scrapinghub offers a free trial.

#12. Dexi Intelligent (formerly known as CloudScrape)

Dexi captures structured data from any website, APIs, and databases and it requires no download. Its data extraction, monitoring, and process software delivers quick and accurate data. It allows you to save the collected data on cloud platforms like Google Drive and Box.net or export as CSV or JSON.

Founded: 2015
Located: Denmark
Website Link: Dexi Intelligent 
Pricing: Dexi.io offers a free trial.

#13. ParseHub

ParseHub is a free web scraping tool. You can turn any site into a spreadsheet or API as easy as clicking on the data you want to extract.

Features:

• Browser-based, graphic interface
• Click to extract text, images, attributes and more
• Scrape data from any dynamic website
• Extract content that loads with AJAX & JavaScript
• Scrape and store data on our servers
• Connect to our REST API or download a CSV/Excel file
• Collect millions of data points in minutes
• Save time copying & pasting. Never write code again

Founded: 2013
Located: Canada
Website Link: ParseHub 
Pricing: The pricing starts at $149 per month. It also has 2 different plans:

• Standard plan at $149 per month.
• Professional plan at $499 per month.

ParseHub also offers a Free Plan with limited features and enterprise plans as per your requirement.

#14. Mozenda

Mozenda is an enterprise web scraping software designed for all kinds of data extraction needs. Mozenda is trusted by thousands of businesses and over 30% of the Global Fortune 500 companies.

Features:

• Disparate Data Collection
• Document Extraction
• Email Address Extraction
• IP Address Extraction
• Image Extraction
• Phone Number Extraction
• Pricing Extraction
• Web Data Extraction

Founded: 2007
Located: United States
Website Link: Mozenda 
Pricing: The pricing starts at $250 per month. It also has 2 different plans:

• Project plan at $250 per month.
• Professional plan at $350 per month.
• Enterprise plan at $450 per month.

Mozenda also offers a customized plan as per your requirement.

#15. Diffbot

Diffbot automates web data extraction from any website using AI, computer vision, and machine learning.

Located: United States
Website Link: Diffbot 
Pricing: The pricing starts at $299 per month. It also has 2 different plans:

• Startup at $299 per month.
• Plus at $899 per month.

Diffbot also offers a Free Trial with limited features and enterprise plans as per your requirement.

#16. ProWebScraper

ProWebScraper is a cloud-based web scraping tool, which allows you to extract data from any website in JSON, CSV, Excel, or XML formats.

Features:

• URL generation
• Email notifications
• Pagination management – Allows extract data from multiple pages
• You can write your own custom extraction rules using XPath, CSS &, Regex Selectors

Website Link: Prowebscraper 

Pricing: The pricing starts at $40 per month. It also has 2 different plans:

• Basic Plan starts at $40 per month for 5000 pages.

ProWebScraper offers a free trial with limited features. 

#17. Data Scraper – Easy Web Scraping (Web Scraper Chrome Extension)

Data Scraper extracts data out of HTML web pages and imports it into Microsoft Excel spreadsheets

Features:

• Automated crawling of paginated websites.
• Scrape single-page or multi-page crawl and scraping.
• Automatic navigation to the next page.
• Extract emails with RegEx (regular expressions)
• Download image scraping
• Download completed pages complete with images scraping
• International language support with UTF-8
• Form filling using Xls data and scraping

Located: United States
Website Link: Data Scraper – Easy Web Scraping

Pricing: The pricing starts at $19.99 per month. It also has 4 different plans:

• Solo at $19.99 per month.
• Small Business at $49 per month.
• Business at $99 per month.
• Business Plan at $200 per month.

Web Scraper Chrome Extension also offers a Free Plan which scrapes 500 pages /month.

Other Web Scrapping Software Tools are as follows:

#18. FMiner

Website Link: FMiner 

#19. Outwit

Website Link: Outwit 

#20. Data streamer

Website Link: Data Streamer

#21. Apify SDK

Website Link: Apify SDK 

#22. Content Grabber

Website Link:  Content Grabber 

#23. Visual Web Ripper

Website Link: Visual Web Ripper 

#24. Web Harvey

Website Link: Web Harvey 

#25. PySpider

Website Link: PySpider 

#26. Kimura

Website Link: Kimura 

#27. Cheerio

Website Link: Cheerio 

#28. NodeCrawler

Website Link: NodeCrawler 

#29. Puppeteer

Website Link: Puppeteer 

#30. Playwright

Website Link: Playwright 

#31. PJscrape

Website Link: PJscrape 

Did we miss your favorite Web Scraping Tool? Or have you tried any of our picks for the best web scraping software? Let us know in the comments.

While there, you can also leave us suggestions on what other Web Scraping Tools need to be added to the list to make this article perfect.

FAQ –

Conclusion

Web scraping is becoming increasingly popular for developers who need to analyze website traffic patterns. By collecting data from multiple websites, developers can gain valuable insights into user behavior, trends, and website performance. This data can then be used to optimize sites for better performance and engagement. Web scraping is also an effective way to monitor websites for changes or potential threats and breaches. By collecting this data daily, developers can ensure their websites are secure and up-to-date.

In conclusion, web scraping is a powerful tool that can be used for many different purposes. From collecting data for research projects to creating competitive pricing websites, web scraping is becoming increasingly popular among businesses and developers alike. With the right tools and techniques, web scraping can provide invaluable insight into customer behavior, trends, and website performance. By using web scraping, businesses and developers can gain a competitive edge and create innovative products that offer real-world value.

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Happy Testing!

Disclaimer: The order of these tools doesn’t suggest any recommendations.