6 Best Facebook Scraping Tools in 2025

If you’re searching for the best Facebook scraping tools in 2025, you’re not alone. With over 3 billion monthly active users, Facebook is a goldmine of publicly available data—from public profiles and comments to group discussions and event listings. Businesses, data scientists, researchers, and marketers tap into this pool to:

• Track competitors

• Understand customer sentiment

• Fuel ad targeting

• Discover viral trends

• Build datasets for AI/ML

But Facebook scraping isn’t a walk in the park. The platform is fiercely protective of its data, constantly evolving its anti-scraping algorithms to detect and block bots. Scrape carelessly, and you’ll get your IP blacklisted or your accounts shut down.

This guide covers the top Facebook data scraping tools, the legal landscape, smart evasion techniques, and why Multilogin’s anti detect browser is your best ally for staying invisible.

What is Facebook Scraping? 

Facebook scraping is the process of using software, bots, or browser automations to extract publicly available data from Facebook. This includes:

• Public posts and comments

• Usernames and bios

• Page engagement stats

• Public group data

• Event attendees and RSVPs

• Facebook Marketplace listings

While scraping is often associated with shady behavior, it powers many legitimate use cases—from academic research to business intelligence and ad targeting.

⚠️ Important: Facebook explicitly forbids unauthorized data scraping. You need to scrape smart, scrape ethically, and always consider legal constraints.

6 Popular Facebook Scraping Tools 

These tools are the most trusted and effective options available in 2025 for scraping Facebook data. Whether you’re a developer or a data-hungry marketer, here’s your go-to list.

1. Octoparse 

Octoparse is a no-code tool that simplifies the data extraction process with a user-friendly interface. 

Key Features

• Data Extraction Templates: Pre-built templates streamline the scraping process. 

• Cloud-Based Scraping: Perform tasks on Octoparse’s servers. 

• Scheduling: Automate data collection at regular intervals. 

Best For: Beginners and non-technical users seeking a straightforward scraping solution. 

2. ParseHub 

ParseHub is known for handling complex and dynamic web pages, making it suitable for scraping Facebook. 

Key Features

• Visual Data Extraction: Click and select data directly within the tool. 

• API Integration: Connects with other tools through APIs. 

• Cloud Storage: Securely stores scraped data online. 

Best For: Users needing to scrape data from dynamic or complex web pages. 

3. Scrapy 

Scrapy is a powerful Python framework ideal for technical users and developers. 

Key Features

• Customizable: Tailor scraping tasks to your specific needs. 

• Scalable: Efficiently manages large-scale scraping projects. 

• Fast: High-speed data extraction capabilities. 

Best For: Developers requiring flexibility and power in their scraping projects. 

4. DataMiner 

DataMiner is a browser extension offering a quick and easy way to scrape data directly from your browser. 

Key Features

• No Coding Required: Scrape data without writing code. 

• Browser-Based: Operates directly within your browser. 

• Various Data Formats: Export data in formats like CSV and Excel. 

Best For: Users needing a fast and simple tool for data scraping. 

5. Facebook API 

While not a scraping tool, the Facebook API provides a legal way to access certain data. 

Key Features

• Official Data Access: Collect data within the framework of Facebook’s policies. 

• Developer Support: Access to comprehensive documentation and support. 

• Customizable: Tailor API requests to your needs. 

Best For: Developers seeking a legal method to integrate Facebook data into applications. 

6. Multilogin 

Let’s be honest. None of the above tools matter if Facebook bans you after 20 minutes.

That’s why Multilogin is the essential foundation for anyone serious about scraping Facebook.

Why Multilogin Wins:

• Mimics real browser fingerprints (canvas, fonts, GPU, OS)
• Assigns unique browser profiles to each scraper
• Works with residential or datacenter proxies
• Supports Selenium and Puppeteer for automation
• Helps manage multiple Facebook accounts safely

Whether you’re scraping with Octoparse, ParseHub, or your own script—run everything inside Multilogin to avoid bans.

Key Features

• Undetectable Scraping: Advanced techniques to prevent detection by Facebook’s algorithms. 

• Browser Fingerprinting: Mimics real user behavior to minimize detection risk. 

• Multiple Account Management: Operate multiple Facebook accounts efficiently. 

• Advanced Security: Ensures privacy and security during scraping. 

Best For: Businesses and marketers needing to manage multiple accounts and scrape Facebook data effectively. 

How to Scrape Data from Facebook for Free 

Looking to extract data from Facebook without spending money? Here are some effective methods to consider: 

Free Scraping Tools 

Several tools offer free versions with limited features that can help you start scraping Facebook data: 

• Octoparse: Provides a no-code interface for straightforward data extraction. 

• ParseHub: Features a visual design to simplify complex scraping tasks. 

Browser Extensions 

Extensions like DataMiner enable direct data scraping from Facebook pages without the need for coding. Many of these extensions are free or offer free tiers. 

Manual Scraping 

For smaller amounts of data, manually copying and pasting information into a spreadsheet might be a feasible and cost-free method. 

How Do I Scrape Facebook Without Being Blocked? 

Facebook has some of the most advanced anti-bot systems in the world. Its detection algorithms analyze everything—IP addresses, device fingerprints, browsing behavior, frequency of actions, and more.

If you’re scraping Facebook without thinking like a stealth operator, you’re bound to get blocked. Here’s how to scrape Facebook safely without getting detected:

1. Use Rotating Proxies to Avoid IP Bans

One of the easiest ways Facebook catches scrapers is by detecting too many requests from the same IP address. To avoid this:

• Use rotating proxies—especially residential or mobile proxies—to distribute your scraping activity across multiple IPs.

• Services like Multilogin’s built-in proxy manager let you switch IPs per session or even per request.

• Avoid datacenter proxies when possible—they’re often blacklisted.

Pro Tip: Combine rotating proxies with browser fingerprint spoofing using an anti detect browser like Multilogin to double your stealth.

2. Mimic Real Human Behavior Like a Pro

Bots are fast. Too fast. Facebook detects robotic behavior by analyzing:

• Scroll speed

• Click patterns

• Time-on-page

• Mouse movement paths

• Tab switching behavior

To reduce your risk:

• Introduce randomized delays between actions

• Scroll naturally (simulate user reading)

• Randomize click timing

• Use cursor movement emulation tools or automation frameworks like Selenium or Puppeteer

Multilogin’s browser containers replicate natural browsing environments, making this step easier to implement with consistency.

3. Leverage Browser Automation Instead of Raw Scrapers

Using raw HTTP requests or scraping tools that don’t emulate real browser behavior is a red flag for Facebook.

Instead, use browser automation tools like:

• Selenium

• Puppeteer

• Playwright

These tools simulate a full browsing session—just like a human user would. They support:

• Clicks

• Input typing

• Page navigation

• JavaScript execution

Automate scraping inside Multilogin profiles to further obfuscate your real fingerprint, especially when scraping Facebook pages that require login.

4. Scrape During Off-Peak Facebook Hours

Timing is everything.

Facebook’s detection systems are more aggressive during peak hours (typically early morning and late evening in your target region). During these hours, Facebook’s internal traffic is high, and bot detection systems are on alert.

What to do:

• Schedule scraping tasks during off-peak hours (e.g., 2 AM – 6 AM in the region you’re targeting).

• Combine scraping with proxy rotation to reduce exposure.

• Run smaller batches instead of a large burst of activity.

This not only lowers the risk of IP bans but also increases your success rate in capturing data consistently.

Bonus: Use Dedicated Browser Fingerprinting Protection

This is where Multilogin becomes essential. Facebook tracks:

• Canvas and WebGL fingerprints

• Fonts

• Plugins

• Screen resolution

• Language settings

• Operating system

Multilogin lets you control and spoof all these parameters per profile. So every scraping bot looks like a real user—even when running simultaneously.

Think of it as wearing different disguises for every scrape. You’re no longer scraping from “your device.” You’re scraping from thousands of unique, cloaked devices.

Is It Legal to Extract Data from Facebook? 

Understanding the legal landscape of Facebook scraping is crucial: 

Terms of Service 

Facebook’s terms of service explicitly prohibit unauthorized data scraping. Violating these terms can lead to account suspension, legal action, or other penalties. 

Jurisdiction 

Legal perspectives on scraping vary by location. While scraping public data might be permitted in some areas, Facebook’s terms of service still apply. 

Data Privacy 

Extracting personal data without consent may violate privacy laws, which can be illegal in many jurisdictions. 

How to Extract Data from Facebook Using Python 

For developers comfortable with coding, Python offers robust libraries for scraping Facebook data: 

Install Scrapy 

Begin with installing Scrapy via pip: pip install scrapy. 

Create a Scrapy Project 

Set up a new Scrapy project, defining your spider to specify which URLs to scrape and the data to extract. 

Write Custom Scripts 

Utilize Python to navigate Facebook’s HTML structure and extract the necessary data. 

Handle Anti-Scraping Measures 

Implement proxies, user agents, and CAPTCHA solving techniques to avoid detection. 

Why Multilogin Is the Best Facebook Scraping Tool Add-On

The truth? Most bans happen due to poor browser fingerprinting, not scraping tools.

Multilogin solves that by acting like a digital camouflage. You don’t just rotate IPs—you rotate entire digital identities.

Here’s what you get with our €3.99 trial:

• 5 browser profiles

• 200MB proxy bandwidth

• No team members required

• Full control for 3 days

• Built-in stealth, no code required

Facebook Scraping Without Getting Blocked