Best Facebook Scraper 2023: Scrape and Collect data from Facebook Marketplace?

Facebook Scraper

Do you want to scrape Facebook for the growth of your brand or business? This article is here to help. This article provides you with the best Facebook scrapers to help you analyze the business trend and conduct Facebook campaigns.

Because of its size and scope, Facebook is not your typical low-budget website. Many of Facebook's hundreds of employees are committed to combating spam on their platforms, and the corporation has a large budget. Scraping Facebook is not a simple operation, and several web scrapers quit the notion after several failures. Due to Facebook's anti-bot technology, which goes well beyond IP tracking, this is why. When Facebook collects a large amount of user data, it receives a lot of negative feedback from its users.

If you're trying to scrape Facebook at a respectable scale, you'll need a lot of money because Facebook has toughened up its anti-bot security to keep scrapers and crawlers from visiting its website.

Facebook's legal staff might come down hard on you even if you are successful, and this could result in you paying a large sum of money or even going to jail, based on how you utilize the data you have gathered. Businesses and scholars continue to scrape Facebook despite the hazards.

I'll show you how to scrape if you'd want to join in. It's best to use an existing solution if you can't create an impenetrable Facebook scraper yourself. There are a variety of pre-made Facebook scrapers available for you to utilize. Despite the fact that some of these services are free, I normally encourage people not to use them since they are either too limited or inefficient.

It's advisable to use a paid Facebook scraper. As a result, the developers are motivated to maintain the scrapers working in the best possible way since they are financially reimbursed. I have compiled a list of some of the greatest Facebook scrapers currently available for use.

9 Best Facebook Scraping Tools in 2023

1. Bright Data (BrightData's Facebook Collector) — Best Facebook Scraper for Collecting Data from Facebook without Coding Skills

  • Price: Begins at 500 USD (for 151k page loads)
  • Data Format: Excel
  • Platform Supported: Web-Based

The first Facebook scraper that makes my list is Bright Data. You and I know how unique and effective Bright Data is when it comes to web scraping. With Bright data, you can scrape Facebook data with it. Its Data Collector is available for free. The scraped data can be downloaded using this program, which is available online.

It is estimated that Data Collector contains roughly five Facebook scrapers, including a Facebook organization scraper to gather information about organizations on Facebook's profile pages, an item scraper by keyword, a post scraper, and a Facebook profile scraper.

This utility does not require any coding knowledge on your part. A custom collector can be requested for any additional Facebook data. Pay-as-you-go pricing is standard for Data collectors. What you have to do is fund your account and you are good to go.

2. Apify (Apify Facebook Page Scraper) — Best for Scraping Publicly Available Facebook Data from Facebook Pages

  • Price: Begins at 49 USD monthly (49 USD for 100 Actor Compute Units)
  • Data Format: JSON
  • OS Supported: Cloud-Based (Accessible through API)

Web scraping tool vendor Apify is well-known. In addition to its own web scraping tool, it hosts tools from other users that you can utilize for your projects. Using the Facebook Pages Scraper, you can scrape the public profile information from Facebook pages and utilize it to your advantage. You can extract comments, reviews, and posts from the Facebook platform with this tool.

As with the Facebook Scraper on Proxycrawl, it can be accessed using an API. An easy-to-use API that sends back JSON objects via HTTP requests is what you need to get started.

3. Proxycrawl (Proxycrawl Facebook Scraper) — Best Facebook Scraper with Available API for Easy Scraping of Facebook Data

  • Price: Begins at 29 USD monthly (for 50k credits)
  • Data Format: JSON
  • Free Option (First 1k Requests)
  • Platform Supported: Cloud-based (Accessible through API)

When compared to the other Facebook scrapers, Proxycrawl's Facebook scraper stands out. Facebook scraper is an API rather than an installed program or cloud-based platform. This is why it is different from the other options mentioned.

It's a RESTful API that can be used. What this implies is that you can utilize the returned/scrapped data right away in your code because it was created specifically for developers. You can submit an HTTP request to this tool and get data from Facebook groups, including the comments and the feeds' contents that go along with them.

4. Scrapingbee – The Best Facebook Scraper with No Restriction on Raw HTML and JavaScript.

  • Price: Begins at 29 USD monthly for 4000 searches
  • Data Format: HTML
  • Free option (1000 free searches)

Using Scrapingbee as a Facebook web page scraper is an excellent idea because they cycle proxies for various queries, which allows you to get raw HTML sites with no limits.

With JavaScript, they can dynamically change your IP address for each and every request. In addition to Google Sheets, you can also utilize this Facebook web scraper directly from your browser.

5. Octoparse — The Best Facebook Scraper for Non-Coders

  • Price: Begins at 75 USD monthly
  • Free Option (14 days free trial)
  • Data Format: SQLServer, MySQL, JSON, Excel, CSV
  • Platform Supported: Desktop, Cloud

As far as web scraping tools go, Octoparse is up there with the best of them. Scraping Facebook is one of the many websites you can do with this software. You don't even have to develop a scrape profile from scratch when you utilize the scraping tool's Facebook scraping templates, making it easier for you to extract data from Facebook.

I like Octoparse because it is really quick, effective, and dependable. Both a cloud-based platform and a desktop application are offered. Octoparse is a premium service; however, it offers a free trial period. Facebook's free plan, however, does not allow you to utilize their free Facebook template.

6. ScrapeStorm — Best Facebook Scraper with Provision of Click Interface and Visual Point for Easy Scraping of Facebook Data

  • Price:99 USD monthly
  • Data Format: Google Sheets, MySQL, JSON, Excel, CSV, TXT
  • Free Option (Free Starter plan. However, has limitations)
  • Platform Supported: Cloud, Desktop

Like Octoparse, ScrapeStorm is not a dedicated Facebook scraping software. ScrapeStorm, on the other hand, has proven to be one of the greatest Facebook scrapers currently available on the market. A visual point-and-click interface makes it simple to teach the scraper how to use the tool.

Its clever data identification capability makes it ideal for collecting Facebook user-generated data. Founded by a team of ex-Google crawlers, ScrapeStorm is well-versed in evading anti-scraping measures put in place by major websites like Facebook and Google.

7. PhantomBuster (PhantomBuster Facebook Group Extractor) — Best for Scraping Facebook User-generated Content

  • Price: 30 USD monthly (1 hour daily)
  • Data Format: JSON, Excel, CSV
  • Free Option (14 days free trial with 10 minutes daily)
  • OS Supported: Linux, Mac, Windows

Automating actions on social media and syncing data from them is what Phantom Buster is all about. Group Extractor is a Facebook scraper for groups. Scraping user-generated data from Facebook groups and communities is supported.

Scraping profiles of Facebook group members and their postings is possible with this program. It, too, is a subscription-based service like the ones above. Although Phantom Buster offers a 14-day free trial for new customers to evaluate their service, you can truly utilize it to accomplish your goal. Cloud-based, of course.

8. Facedominator — Best Facebook Scraper with Keywords and URLs for Extraction of Facebook Data from Facebook Profiles, Groups, and Pages

  • Price:95 USD monthly
  • Best Features: Multi-Account Management, Analytics/Reporting, Post Scheduling, Customer Segmentation, Automated Publishing

With Facedominator, you'll receive an easy-to-use interface and a plethora of functions all in one place. Some stand-alone alternatives are also available, making it very simple to mine data from your Facebook profiles, groups, and pages using this tool, as well.

In addition to a scraper, they include a profile scraper, a group scraper, and a comment scraper. You can use URLs and keywords to extract data.

9. Parsehub — Best Facebook Scraper with Authentic Visual Interface for Easy Scraping of Facebook Data

  • Price: Free (However, it has a paid version if you wish to enjoy some advanced features)
  • Data Format: JSON, Excel
  • Platform Supported: Desktop, Cloud

Facebook scrapers can aid you with scalability, as well as a visual interface that incorporates visuals, and they're quite straightforward to use. Email, phone, picture, and price data can all be extracted with their aid, and they do so by making good use of URLs.

How Facebook Scrapers Function

JavaScript is a key component of Facebook's site. To put it another way, if the system doesn't recognize a bot's request, then it will automatically reject it. Facebook data scraping is prohibited; thus, it is crucial to secure the proper permission before you do anything that might jeopardize your legal standing.

The objective of extracting data must be clearly stated, and you must be able to identify the data sources you would like to scrape, the locations of that data, as well as whether you intend to use the data for marketing.

When it comes to Facebook, there are complex bots built into its official API that prevent data mining and are geared to enforce restrictions. Logging in with your API key puts you at risk of having your account blocked. As a result, scraping technologies are designed to retrieve data without requiring a user to log in to the website.

Since they do not necessitate signing in to harvest data, the tools discussed in this article can assist in scraping an endless amount of data from Facebook public sites.

The Advantages of Scraping Facebook

1. It helps you Locate Business Partners

Partnerships are one of the finest strategies to build a business in a highly competitive environment. In general, a partnership will help you gain access to more clients, gain access to pooled resources, and achieve more success in the long run.

A reliable connection can't be obtained solely by word of mouth, though. Partnerships, on the other hand, need trust. You'll be able to determine who to work with if you know their past, which will aid you in building a successful brand.

Facebook's ability to forecast human behavior and the factors that drive it is another critical feature. Using this data, a company can better understand the wants and requirements of their customers. As a consequence, businesses can gather data and use it to better understand their target market and adapt their brand accordingly.

3. It enables you to carry out Facebook Campaigns

One of the best important aspects of running an effective business is a well-developed marketing strategy. The majority of individuals are embracing the use of internet platforms to promote their business as technology advances rapidly.

Executing a social media campaign is an excellent method of promoting a brand. As an alternative, you can utilize a hashtag or produce a social media post that becomes viral. It was expected that Facebook data scraping would provide you with valuable information that you could utilize to improve your marketing activities. It is possible to discover your target demographic, peak hours when your postings are most likely to attract a lot of attention, and the pages that are competing with yours when you extract data from Facebook.

In addition, scraping can help you find out what sort of content your audience likes and what posts have a strong possibility of becoming viral. Scraping can also reveal which goods are most popular with your target demographic and customers, allowing you to focus your marketing efforts on these.

4. Effective for Business Analysis

The problem with social media is that individuals have become accustomed to expressing their thoughts and feelings on a wide range of sites. There are many posts that either praise or decry a specific company, product, or person. Consequently, you'll be able to quickly scan Facebook for mentions of your brand or organization.

If you have access to this type of data, you'll be able to observe how the market views your brand and handle any concerns that may occur. You'll be able to better manage customer perceptions of your brand and make improvements that will keep them coming back.

How to Use BeautifulSoup, Requests, and Python to Scrape Facebook

Scraping Facebook is not a simple operation, as I have already explained. In most cases, proxies are required to avoid blockages and Captchas while scraping a large amount of data from a website.

However, if you must scrape Facebook, you must be better prepared. There are a few things you need to know about the Facebook website. If that's the case, then Requests and BeautifulSoup can't be of any assistance, right? You'll begin to believe that you'll need Selenium to help you render and execute JavaScript.

While Selenium can assist you in displaying JavaScript, the fact is that it might really be detrimental. A bot can be identified by the fact that Facebook employs JavaScript for browser fingerprinting and behavioral analysis; thus, your access will be denied after several attempts. The only way around this is to abandon the use of Selenium and give up on JavaScript rendering unless you can discover a way around it.

So, what are your options? You'll get a message saying that Facebook won't operate correctly until JavaScript is enabled if you try to visit Facebook without it. In addition to enabling their functions, they also use it to monitor your activity. If you don't have JavaScript installed, you can still scrape from Facebook's old mobile web version, which doesn't need JavaScript.


Q. Does Facebook permit the scraping of its data?

Based on Facebook's robots.txt file, no scraper is allowed. Always verify the robots.txt file before scraping a page. Using a file called robots.txt, websites can tell “bots” whether or not to scrape or crawl and index their content. It's possible to gain access to the file by inserting “/bots.txt” as an extra link parameter after the one to your desired site.

Q. Is it free to use Facebook API?

All possible uses of the Graph API are free of charge. However, does apply to Rate Limiting. Normal third-party applications cannot have their use restrictions increased by “paying” or in any other manner.


There is no doubt that scraping Facebook is a challenging task that involves extensive engineering, meticulous preparation, and meticulous execution. To scrape Facebook, if you know you can't fulfill the requirements, you'll have no choice but to buy a pre-made scraper on the market. The Facebook scrapers listed above have all been tried and tested.

Kalle Hallden

Written by Kalle Hallden

Kalle Hallden is a programming code expert known for his expertise in social media growth hacks. With his deep understanding of coding and social dynamics, he has gained a reputation for his innovative approaches to increasing online presence. Kalle's tutorials and hacks provide valuable insights and practical techniques for programmers looking to enhance their skills and make a significant impact in the online world.