10 Best Social Media Scraping Tools To Extract Data In 2023

Are you aware of the existence of web scrapers? Web scrapers are used to extract data from social media platforms. To exploit social media data for personal or corporate marketing objectives, you must scrape it using social media tools.

In this post, I will be sharing best social media scraping tools for data extraction.

Previously, researchers encountered significant difficulties organizing their data. People used to spend a lot of money to acquire relevant information online, which was laborious and irritating.

As a result, numerous designers developed effective social media scraping solutions that enable you to rapidly generate data from the sites you like while saving time and money.

When the tools are set to automatic mode, you can send many requests concurrently. Apart from these benefits, several challenges are associated with data extraction from social media networks. If a website discovers that you are scraping its content, they will immediately prohibit your access.

Your bot cannot traverse the antibot measures implemented by various websites to prevent their data from being scraped for further investigation.

Keeping these challenges in mind, we’ve compiled a list of the most effective 10 top social media scraping tools for data extraction that will cause you little trouble.

The Best Social Media Scraping Tools For Data Extraction

1. Bright Data – Best Web Data Collector

bright data web data extraction

Bright data is one of most academics’ most highly-rated web scraping tools.

A collection end can instantly provide you with all the data you require. Whenever necessary, you can enlist the assistance of additional infrastructure to support your virtual presence.

Their data collection tactics are well regarded for their automation and adaptability. Before providing you with the data set, conduct the essential research to ensure that you remain focused on your service line.

You can readily leverage their development resources to aid in the conduct of your research. They provide a robust support section where you can email your questions and receive a response within 24 hours.

You can also schedule an accessible data scraping demonstration. You do not require any unique code to collect data that can help you save money, time, and resources and increase your productivity.

They are adamant that you must leverage web data to gain a competitive edge. They have described the process of data scraping step by step, utilizing their tools and features. As a result, you may simply experience superior data scraping performance.

2. Apify

apify homepage

Another well-liked data scraping tool is Apify, which automates all your web operations to increase efficiency. Around 15,000 businesses worldwide have used Apify’s services and have provided overwhelmingly good feedback.

Apify is constantly one step ahead of the competition and is the largest repository of information required for your business. After extracting the data, you can organize it in any format, such as PDF, Excel, or CSV. Additionally, you can use this application to fill out various needed forms automatically.

Apify is well-known for its web integration method, which ensures that data flow is rarely disrupted by custom code. If you’re bored with a repetitive chore, Apify can automate it. It’s an excellent platform for generating market leads and building a solid brand name.

3. Scraping Bee 

scraping bee social media scraping tools

Are you tired of browser blocking you while scraping websites?

Try ScrapingBee API and enjoy hassle-free web data scraping. Its large pool of rotating proxies helps in scraping geotargeting websites without getting blocked by bots.

Pros and Cons:


  • Scrape websites for price monitoring, real estate scarping, etc.
  • Simple API for data extraction.
  • JS scenario feature.
  • Screenshot feature for full page & partial.
  • Google Search API.
  • No coding is needed.


  • Only 5 concurrent sessions with 7-day free trial period.

4. PhantomBuster

phantombuster data extraction

How could someone overlook PhantomBuster when looking for the best social media scraping tool? It is another highly-rated data extraction tool that has aided numerous firms in producing substantial leads and advertising their brands among the masses.

A 14-day trial allows you to determine which plan is best for you. One such effective data extraction tool is available to you 24 hours a day for your requirements.

This automated technology can extract data from virtually any location on the Internet. It offers a sizable database and a robust network that you can leverage to aid in the execution of your marketing initiatives.

Additionally, they run a separate schedule tracker that enables you to plan your sleeping activities effectively.

You may readily obtain raw or altered data from web marketers for your research. Additionally, you can link your work to any of the LinkedIn profiles.

5. ScraperAPI

scraper api web scraping

ScraperAPI offers residential proxies for easy web data scraping. The tool has over 40M IPs around the world in 50+ geolocations. You are always backed by the professional support and unlimited bandwidth along with 99.9% uptime guaranteed.

Pros and Cons:


  • Anti-bot detection.
  • Speed up to 100 Mbps.
  • Scrape millions of pages every month.
  • Fully customizable.


  • Only 5 concurrent sessions with a 7-day free trial period.

6. Parsehub

parsehub free web scraper

This is a free scraping tool for extracting data from the web for your purposes. You are not bound to any particular website and can retrieve data from numerous pages simultaneously.

Dropdown menus and forms are some of the efficient interaction procedures for retrieving data from multiple online pages.

After obtaining the data, you can convert it to another format such as excel or JSON. The support service is quite helpful and will answer to any questions you have within minutes. This website is updated regularly to ensure its continued reliability and performance.

If you’re attempting to extract data from a complex and slow website, you can use ParseHub, which was built expressly to cope with the data on such websites.

Additionally, this is another scraping tool that does not require any unique code; the machine will handle everything for you.

7. ProxyCrawl 

proxycrawl web crawler

ProxyCrawl is now Crawlbase – a web scraping tool that offers scraping API integration in 2 minutes for data collection. The tool provides high-quality proxies with 99.9% network uptime.

The crawler used on this page differs by the developer; however, after the captcha for your scrape is complete, it will automatically scrape the data from your preferred website.

Not only do they offer a pool of proxies, but they also have effective rotating proxies that keep your bot from being tracked.

They provide adequate cloud storage for all your crawlers and may convert your downloads to any format you need. Over 46,000 organizations have already benefited from this technology, which enables the rapid crawling of millions of web pages.

8. Octoparse

octaparse scraping tools

Octoparse is a data scraping software that does not require any additional coding experience. With a single click, you may extract all the data you need from the websites you visit.

They have several advanced capabilities that automate the scraping process. There are no such websites whose data this program cannot handle.

You can get the results in any format and have them converted to the format of your choice. They offer a 24-hour cloud storage area where they save all of your activity.

This is another excellent application for scheduling scraping operations such as Instagram scheduling and tracking them effectively. They are well-known for their IP rotation feature, which guards against being barred from high-security anti-bot websites.

They have excellent professionals that can always assist you with your data extraction and scraping processes, which will not only save you money but also save you from scraping more than ten data points simultaneously from ten different websites.

This is a multi-purpose social media scraping program that has been downloaded billions of times to obtain sensitive data.

9. Zyte

scrapinghub homepage

Zyte is a leading data extraction services provider that helps you extract datasets that you have dreamed of. With 12+ years of experience, Zyte can help you find solutions to complex issues.

Pros and Cons:


  • High-quality and reliable data extraction.
  • Experienced and skilled developer team.
  • Transparent pricing.
  • Fully compliant.


  • Additional support is not free.

10. Web Scraper

web scraper data extraction

One of the most popular social media scraping tools today is the web scraper, which has over 4 lakh users. If you are not a technical person and are aware of coding combinations, this is not an issue.

They seek to simplify the process. Simultaneously, it may scrape data from various websites, regardless of their categories, product pages, or variances.

It uses a JavaScript technique that supports the interfaces of the majority of websites and allows you to control your crawlers easily.

You can make your selectors on this platform and then download the results in CSV, Excel, or any other format you like. Jason can also convert them to any other format you desire.

Also Read:


What are the best social media scraping tools?

I recommend Bright Data web scraping tool as the tool is not just limited to web scraping. It offers unique proxies to access go-blocked content anonymously.

Is is possible to scrape social media?

Using reliable social media scraping tools, you can extract data from Instagram and other social media platforms. The tool lets you extract data including profile, hashtags, followers, posts, and more critical information.


Extracting vast amounts of data from various social media networks can become challenging if done manually. You can accomplish this by utilizing well-known online scrapers compatible with your desired website.

After extensive research, we’ve compiled a list of the top ten social media scraping tools for data extraction that you can use in 2022 to simplify your work.

When you embed web scrapers on your web pages to extract data, you enable social media automation tools that freeze the data on the web pages and extract the desired data.

Alex Zenisek

Alex Zenisek

Hi, I am Alex Zenisek and I am the man behind Macpost. I am a blogger, author and a tech geek πŸ‘¨πŸ»β€πŸ’»! I have over 5 years of experience in traditional marketing, advertising, media buying, digital marketing, and technical writing. Follow me on Linkedin

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