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Facebook
Scraping Teardown

Find out everything you need to know to reliably scrape Facebook,
including scraping guides, Github Repos, proxy performance and more.

Facebook Web Scraping Overview

Facebook implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.

Scraping Summary

Facebook is a titan in the social media realm with a huge amount of publicly available data. It is a popular platform for web scraping due to its vast user base and an abundance of user-generated content. However, Facebook employs robust anti-scraping measures such as sophisticated IP blocking, CAPTCHA systems and also requires log-in for accessing most of the data. Consequently, scraping Facebook is generally challenging. Advanced techniques such as using rotating proxies and scraping slowly to mimic human behavior can only go so far. Parsing can also be challenging due to dynamic CSS and constant changes in the site's structure.

9 / 10

Scraping Difficulty
The difficulty score indicates how easy the website is to scrape.

Best Facebook Proxies

Proxy statistics and optimal proxy providers for scraping Facebook. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.

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Proxy API Providers

Compare the top proxy API providers for scraping Facebook. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
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ScrapeOps Proxy API Aggregator

Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Proxy API Performance Comparisons

We're working on bringing you comprehensive proxy API provider comparisons for Facebook. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best proxy API provider for scraping Facebook.

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Residential Proxy Providers

Compare the top residential and mobile proxy providers for scraping Facebook. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Coming Soon
Cost Per Million:
Coming Soon
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Avg. Success Latency:
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ScrapeOps Residential Proxy Aggregator

Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Residential Proxy Performance Comparisons

We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Facebook.

Facebook Anti-Bots

Anti-scraping systems used by Facebook to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.

Detected 1 Anti-bot system

Facebook Custom Anti-Bot

Facebook uses their own custom built anti-scraping system designed to hamper and/or prevent web scraping. Facebook uses a combination of techniques to detect and block scrapers. Facebook's protections can be bypassed using a number of techniques.

6/ 10

Bypass Difficulty

Bypass Options

Facebook Data

Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.

Data Types

No data types found

Public APIs

Available
Free API

API Description

The Graph API gives developers structured access to Facebook and Instagram data, including pages, posts, comments, insights, ads, and media. Permissions are tightly controlled through OAuth scopes, and sensitive data requires app review or full business verification. While the API is suitable for managing pages, pulling insights, or building approved integrations, it does not provide open access to public content or broad search capabilities. Historical data availability, bulk content retrieval, and large scale analytics are limited, making the API unsuitable for high volume or competitive intelligence use cases.

Access Requirements

Requires an app, API key, OAuth permissions, and in many cases App Review or Business Verification. Access to sensitive or large scale data is restricted.

API Data Available

Page Posts
Comments
Instagram Posts And Reels (with Permissions)
Business Insights
Ad Data
Basic User Data (with Consent)
Media Metadata

Why People Use Web Scraping?

Although the Graph API offers structured programmatic access, it is designed around privacy and permission based restrictions. Developers cannot freely access public timeline content, group data, or full page history without specific permissions and user or page authorization. For use cases such as market research, competitor tracking, public trend analysis, or collecting large datasets across many pages or hashtags, the API is too limited. Web scraping enables gathering publicly visible posts, comments, and engagement data at scale without requiring user level permissions or app review.

Facebook Lawsuits

Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.

Lawsuits Summary

Facebook has been involved in 3 legal disputes related to web scraping, primarily targeting companies and individuals who scrape its product data, pricing information, and customer reviews without authorization.

Found 3 lawsuits

Meta Platforms, Inc. v. Bright Data Ltd.
dismissed

Meta (formerly Facebook) sued Bright Data for scraping publicly available data from Facebook and Instagram. The case focused on whether scraping public data without logging in violated Meta's terms of service or caused harm to their platforms.This lawsuit specifically dealt with the legality of scraping publicly accessible information without user authentication.

Plaintiff

Meta Platforms, Inc.

Defendant

Bright Data Ltd.

Date filed

1 Jan 2023 - 9 Jan 2024

Legal Basis
Unauthorized Access

Meta Platforms, Inc. v. Bright Data Ltd.
dismissed

Meta Platforms (formerly Facebook) sued Bright Data for scraping data from Facebook and Instagram. The case focused on whether scraping publicly available data from social media platforms violated terms of service or constituted unauthorized access.This lawsuit highlighted the ongoing legal debates surrounding web scraping and data collection practices in the social media landscape.

Plaintiff

Meta Platforms, Inc.

Defendant

Bright Data Ltd.

Date filed

1 Jan 2023 - 9 Jan 2024

Legal Basis
Unauthorized Access
More Links

www.reuters.com

Facebook, Inc. v. Power Ventures, Inc.
lost

Power Ventures created a platform allowing users to access multiple social networking accounts, including Facebook, from one interface. Facebook sued Power Ventures for scraping user data and sending unsolicited messages.This case involved both public and private data, as Power Ventures accessed user information through their login credentials.

Plaintiff

Facebook, Inc.

Defendant

Power Ventures, Inc.

Date filed

30 Dec 2008 - 9 Dec 2016

Legal Basis
Unauthorized Access

Facebook Github Repos

Find the best open-source scrapers for Facebook on Github. Clone them and start scraping straight away.

Language
Code Level
Stars
Last updated 3 months ago

Facebook Group Members Scraper is a tool that extracts members from Facebook groups and exports the data into CSV format. The script operates directly in the browser console without the need for extensions or proxies, allowing users to download group member details easily.


Page Types: User Profile

Language:
typescript
Code Level:
immediate
Created
3 years ago
280 Stars
66 Forks
Last updated 7 months ago

Ultimate Social Scrapers by Cyfy Labs provides modern social media scraping tools that enable businesses and researchers to gather extensive public data points for various analytical purposes. These scrapers support applications such as lead generation, sentiment analysis, and market research across major social media platforms.

Code Level:
professional
Created
7 years ago
3.1K Stars
746 Forks
Last updated 1 year ago

Facebook Page Scraper is a tool that allows users to scrape data from Facebook pages without requiring an API key or facing request limitations. It provides functionality for scraping posts in both JSON and CSV formats while supporting customization options like browser choice and proxy settings.


Page Types: User Profile

Language:
python
Code Level:
professional
Created
5 years ago
262 Stars
79 Forks
Unmaintained
Last updated 1 year ago

Facebook Scraper is a tool that allows users to extract posts, comments, and metadata from public Facebook pages without needing an API key. It provides various options for customization, including pagination, filtering by comments, and the ability to scrape group data.


Page Types: User Profile, Group Page, Post Page

Language:
python
Code Level:
immediate
Created
6 years ago
3K Stars
738 Forks
Last updated 1 year ago

facebook-marketplace-scraper is a tool designed for scraping data from Facebook Marketplace that utilizes Playwright for navigation and BeautifulSoup for HTML parsing. It features a Streamlit GUI for user interaction and customization based on specific search parameters.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
2 years ago
358 Stars
105 Forks
Last updated 3 years ago

Facebook Scraper is a tool that allows users to scrape public posts from Facebook pages without the use of the Facebook API. It retrieves post text, images, likes, comments, and more, providing a comprehensive view of social interactions on the platform.


Page Types: User Profile, Category Page

Language:
python
Code Level:
immediate
Created
6 years ago
341 Stars
119 Forks
Last updated 3 years ago

FacebookPostsScraper is a tool designed to extract posts from Facebook user profiles, pages, and groups. It provides functionalities to retrieve post content and associated media, facilitating data export in various formats.


Page Types: User Profile, Media Page

Language:
python
Code Level:
intermediate
Created
5 years ago
152 Stars
55 Forks
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Facebook Web Scraping Articles

Find the best web scraping articles for Facebook. Learn how to get started scraping Facebook.

Language
Code Level

Scraping Facebook in 2025: Combining Selenium and BeautifulSoup for Effective Data Extraction | by AbdelRhman_Sabry | Medium

This article demonstrates how to scrape post data from Facebook using a combination of Selenium and BeautifulSoup, effectively addressing the challenges posed by Facebook's dynamic content loading. The guide provides step-by-step code examples for logging in, extracting posts, and removing duplicates.

python

1 min to read

medium.com

Facebook Pages Scraping: Scrape FB Posts, Business Pages, Comments with API | Infatica

This guide provides a comprehensive approach to scraping Facebook pages, focusing on tools and methodologies for effective data collection. It details how to utilize the Infatica API and Python for scaling and automating Facebook data gathering, along with legal considerations.

python

1 min to read

infatica.io

Scrape Facebook Profile Data Using JavaScript and Puppeteer | JavaScript in Plain English

This tutorial demonstrates how to scrape Facebook public profile data using JavaScript and Puppeteer to automate data extraction. It discusses challenges such as anti-bot measures and offers solutions for effective scraping while maintaining legal compliance.

javascript

1 min to read

plainenglish.io

How to Scrape Facebook Ethically in 2024

This guide shows how to scrape Facebook ethically in 2024, providing insights on the tools, legal aspects, and techniques for extracting valuable data. It covers both custom scraping methods and pre-made tools while emphasizing compliance with Facebook's terms of service.

python

1 min to read

webscraping.blog

The Best Way to Scrape Facebook Profiles and Groups Data - EarthWeb

This article shows how to scrape Facebook profiles and groups data effectively to generate leads using scraping tools. It discusses different tools and their features to aid users in lead generation from social media platforms.

1 min to read

earthweb.com

How to Build a Facebook Scraper (and an Amazon Scraper)

This article shows how to build a Facebook scraper and an Amazon scraper that enables users to extract data from these platforms effectively. It covers the key aspects of scraping techniques, including using Playwright to automate the process while avoiding detection.

javascript

1 min to read

iproyal.com

How to Navigate Facebook Data Scraping: A Guide

This guide shows how to ethically navigate Facebook data scraping, emphasizing the importance of legal and ethical considerations while utilizing Facebook's Graph API for data access. It explores potential data types that can be collected responsibly and outlines both manual and automated methods for data gathering.

python

1 min to read

geonode.com

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Facebook Web Scraping Videos

Find the best web scraping videos for Facebook. Learn how to get started scraping Facebook.

Language
Code Level

This tutorial teaches how to automate and scrape unlimited leads from Facebook profiles using tools like Apify, Make.com, and Google Sheets. It guides viewers through setting up the automation process step-by-step while leveraging AI for efficient data collection and storage.

apify
make.com
google-sheets
Published
10 months ago
18 min Length
54 Likes
2.8K Views

This video tutorial teaches how to scrape Facebook page posts and store them in Google Sheets using Apify and Make.com. It covers setting up the automation process step-by-step, including JSON configuration for precise data extraction.

apify
make.com
Published
10 months ago
18 min Length
73 Likes
4.8K Views

This tutorial teaches how to scrape Facebook group posts using Apify and Make.com, transforming raw data into organized entries in Google Sheets. Viewers will learn to automate the data extraction process and configure filtering for different types of posts.

apify
make.com
google-sheets
Published
11 months ago
20 min Length
202 Likes
12.1K Views

This tutorial provides a detailed strategy for scraping the Facebook Ad Library to gather accurate contact information for businesses actively running ads, with a special focus on using tools like Apify and ChatGPT to automate and optimize the data collection and cleaning processes. The video is targeted at agency owners and anyone interested in generating niche-targeted leads efficiently, without the need for extensive coding knowledge.

JavaScript
Apify
ChatGPT
Published
1 year ago
24 min Length
174 Likes
4.3K Views

This tutorial teaches how to scrape Facebook pages and groups using a custom GPT tool that connects to the Facebook API. Viewers will learn to extract data like page names, contact details, and comments, generating CSV files for easy export.

Published
1 year ago
10 min Length
136 Likes
12.9K Views

The video tutorial introduces viewers to automation techniques for web scraping and provides insights on leveraging AI tools for scaling agency operations. It emphasizes the importance of acquiring skills in automation and outreach strategies for effective business growth.

Published
1 year ago
15 min Length
626 Likes
17.8K Views

This video tutorial teaches how to scrape comments from Facebook posts using Python, demonstrating a practical method to manage the comments. Viewers will gain insights into web scraping techniques specifically targeted at handling social media interactions.

python
Published
1 year ago
6 min Length
49 Likes
5.3K Views
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