Best 9 Facebook Email Scrapers 2025

Facebook email scrapers give you access to a platform with over 3 billion monthly active users. This could become your business’s largest untapped contact database in 2025.

Quality leads become more expensive and harder to acquire each year. Facebook remains a goldmine of accessible data through millions of business-oriented groups and brand pages. Valuable contact information exists everywhere – from public profiles and comments to group discussions and local communities.

The biggest problem isn’t whether you should scrape emails from Facebook. You need a tool that works without wasting resources or getting your accounts blocked. Popular scrapers make big promises but often deliver outdated contacts, need complex configurations, or fail to perform.

Our team tested every major Facebook scraping tool available. Many tools crashed repeatedly. Several violated platform policies. Only a handful proved valuable for businesses that need targeted contact data.

To cite an instance, see how a Texas-based digital agency used an effective scraper to collect 4,100 targeted real estate agent emails in just two hours. This task would normally take weeks of manual work.

Would you like to find which Facebook email scrapers deliver real results in 2025? Here’s our straightforward analysis of the top 9 tools we tested and ranked ourselves.

1. IGLeads.io
2. Scrapy
3. ParseHub
4. Clay
5. DataMiner
6. RS Email Prospector
7. Multilogin
8. Apify
9. SocLeads

Quick comparison between competitors

My review of dozens of Facebook email scrapers shows that picking the right tool can mean the difference between quality leads and wasted time on useless contacts. Let’s take a closer look at how these top 9 solutions compare.

Feature
Best for	Social & local lead scraping	Custom-coded data extraction	Visual, no-code scraping	Workflow-based automation
Starting price	$59/month	Free (open-source)	$189/month	$134/month
Key features	– Scrapes from Facebook, Instagram, LinkedIn, & more – User-friendly interface – Automated scraping bots	– Python-based architecture – High-speed extraction – Request prioritization	– Dynamic content support – IP rotation – Scheduled scraping	– Native Facebook integration – AI-powered enrichment – 75+ data tools
Notable pros	– No coding needed – Unlimited scraping credits – Cloud-based	– Fully customizable – Developer-friendly – Open-source & scalable	– Cross-platform – Beginner-friendly UI – Cloud support	– All-in-one data platform – AI assistance – Enrichment + scraping
Notable cons	– Lower-quality leads – Limited free plan testing	– Requires Python knowledge – No built-in browser rendering	– High resource usage – Steep learning curve for complex tasks	– Expensive for some – No ready-to-use Facebook templates

IGLeads

IGLeads is our user-friendly Facebook email scraper that makes lead generation easy — no coding required. We built it to go beyond Facebook and support other platforms too, making it a powerful tool for social-first outreach campaigns.

IGLeads key features

With IGLeads, you can pull emails from Facebook groups, pages, and communities in just a few clicks. Here’s what makes it stand out:

• Multi-platform support that extends beyond Facebook to Instagram, LinkedIn, Twitter, TikTok, YouTube, and Google Maps
• Automated scraping bots that keep working even when your computer is turned off
• Targeted filtering by industry, location, and niche communities to find leads that are more likely to convert
• High-speed processing capable of pulling up to 100,000 contacts in under 10 hours

Our delivery system is designed for speed and simplicity. All scraped data is delivered in a clean CSV format that can be imported directly into your email marketing tools and CRM systems. To make targeting even easier, we’ve built in an AI chatbot that helps generate keywords and hashtags tailored to your specific niche.

IGLeads pros and cons

Pros:

• No technical barriers with a user-friendly keyword interface
• Follows DMCA, CFAA, and GDPR regulations
• No limits on scraping credits or extractions
• Cloud-based system that keeps scraping while your computer is off
• Quick results with most jobs done in under 8 hours
• Perfect for solopreneurs and small businesses watching their budget

Cons:

• Some users report lower quality leads
• Free plan has limited language testing
• Customer service and account access problems reported by users
• Strict refund rules stop after pulling more than 1,000 emails

IGLeads pricing

Here’s our most recent pricing:

The Starter Plan is $59/month and includes 10,000 emails monthly across all supported platforms. The Business Plan is $150/month and includes unlimited email extraction along with additional features like automated scraping bots, faster speeds, and specialty scrapers for homeowners and off-market leads.

Some sources still mention a $49/month Basic Plan, but official pricing has been updated.

IGLeads gives businesses a fast, simple way to generate targeted Facebook leads — without any technical hassles. Our platform is built to help you build email lists based on real user interests, which can significantly improve your cold outreach results.

ParseHub

ParseHub knows how to extract Facebook contact information through its powerful web scraping capabilities. This tool works with almost any website and handles the dynamic content on social media platforms effectively.

ParseHub key features

ParseHub stands out with its user-friendly, point-and-click interface that doesn’t need coding knowledge. Businesses can easily gather contact information without technical expertise. The tool also comes packed with several powerful features:

• Dynamic content handling that processes AJAX and JavaScript elements found on Facebook smoothly
• Scheduled data collection that gathers fresh information automatically based on your timing
• IP rotation functionality that prevents blocking during long scraping sessions
• Cloud-based operation that stores data on ParseHub’s servers
• Multiple export formats like JSON, Excel, and CSV that work smoothly with other tools

ParseHub excels at handling complex website elements. The tool navigates through forms, dropdowns, login pages, and infinite scrolling, features you’ll often find on Facebook groups and pages.

ParseHub pros and cons

Pros:

• User-friendly interface that works great for non-coders
• Works on Windows, Mac, and Linux
• Great customer support with documentation and live help
• Smooth integration with Dropbox and Amazon S3 for storage
• Handles both static and dynamic websites

Cons:

• The original learning curve needs time for complex scraping
• Heavy on resources, particularly in the free version
• Limited JavaScript and regular expressions support
• Costs more than similar tools
• Complex website structures can still be challenging

ParseHub pricing

ParseHub comes with four pricing options based on my research:

The Free Plan gives you 200 pages per run (extractable in 40 minutes), 5 public projects, and keeps data for 14 days. The Standard Plan costs $189/month and provides 10,000 pages per run, 20 private projects, plus extras like IP rotation and scheduling.

The Professional Plan runs at $599/month and has unlimited pages per run, 120 private projects, priority support, and 30-day data retention. The ParseHub Plus (Enterprise) plan lets you customize pricing with premium services and dedicated account management.

ParseHub proves to be a reliable choice for businesses that need Facebook contact extraction along with broader web scraping capabilities.

Scrapy

Scrapy stands out as an open-source Python framework that gives developers full control over Facebook data extraction. This tool needs coding knowledge but rewards technical users with amazing flexibility compared to simple point-and-click options.

Scrapy key features

The framework packs powerful features that make it perfect for complex Facebook scraping projects:

• Customizable architecture lets you fine-tune scraping tasks exactly how you want them
• High-speed extraction processes data much faster than browser-based tools
• Scalability helps you manage big scraping projects on multiple Facebook pages efficiently
• Built-in selectors support both XPath and CSS to target HTML elements precisely
• Request prioritization and scheduling optimize your crawling speed
• AutoThrottle extension controls crawling speed automatically to stay undetected

Scrapy uses a spider-based approach where Python classes define how Facebook pages get crawled and parsed. This setup helps you handle login authentication, manage sessions, and extract emails hidden in HTML code smoothly.

Scrapy pros and cons

Pros:

• Uses memory and CPU very efficiently compared to browser tools
• Extends easily through middlewares, extensions, and custom plugins
• Open-source framework backed by millions of developers worldwide
• Asynchronous networking doesn’t wait for tasks to finish
• Stores scraped emails in CSV, JSON, XML and other formats

Cons:

• JavaScript support falls short, making Facebook’s dynamic content tough to handle
• Learning curve gets steep if you’re new to Python and web tech
• Browser rendering needs extra tools like Splash or Selenium
• Documentation might not help beginners enough
• You must code polite scraping practices to avoid getting blocked

Scrapy pricing

Scrapy comes free as an open-source framework, making it budget-friendly for teams with technical skills. You only pay for:

1. Time your developers spend building and maintaining scrapers
2. Infrastructure you might need for big operations
3. Paid services you choose for JavaScript handling or proxy use

Teams with Python expertise will find Scrapy the most technically challenging but flexible Facebook email scraper. The framework lets developers build exactly what they need when it comes to Facebook data extraction tools.

DataMiner

DataMiner makes Facebook email scraping easy with its Chrome and Edge browser extensions. You don’t need complex code anymore – just add the extension to your browser and start collecting data right away.

DataMiner key features

DataMiner stands out with these powerful features for Facebook data extraction:

• Browser-based operation lets you pull data straight from web pages you view
• No-code interface with Easy Finder helps you spot CSS selectors without technical expertise
• One-click scraping gives you access to over 50,000 ready-made extraction queries for 15,000+ websites
• Custom JavaScript support helps clean up scraped data and extract emails
• Pagination handling automatically guides you through multiple Facebook result pages
• Form filling automation works with pre-filled CSV files to get data behind logins
• Table extraction pulls structured data from Facebook efficiently

The tool works great behind logins and corporate firewalls, which means you can access Facebook groups and pages that need authentication.

DataMiner pros and cons

Pros:

• Anyone can use it without coding knowledge
• The browser-based system acts like regular browsing and reduces blocks
• Your data stays private – they never sell or share it
• Handles dynamic AJAX content on Facebook smoothly
• Gets data from pages that need login credentials

Cons:

• Big projects face limits due to browser-based restrictions
• No proxy support means blocks can stop your scraping
• You can’t integrate it with other systems through APIs
• The price runs higher than full scraping services
• Scraping one page at a time slows down bulk collection

DataMiner pricing

DataMiner’s pricing tiers depend on how many pages you need to scrape monthly:

• Solo Plan: $19.99/month gets you 500 pages with public recipe use and creation
• Small Business Plan: $49/month includes 1,000 pages with Solo features
• Business Plan: $99/month covers 4,000 pages
• Business Plus Plan: $200/month allows 9,000 pages

Every plan comes with next page automation, scrape crawls, custom JavaScript features, all-domain scraping, and Google Sheets integration.

DataMiner gives businesses a simple way to extract Facebook emails through their browser. The tool works well for smaller projects but might not suit large-scale scraping needs.

Clay

Clay is an all-in-one data enrichment platform that excels at finding Facebook emails through several automated methods. The platform combines with over 100 data sources to deliver complete contact information instead of just scraping.

Clay key features

Clay gives you powerful tools that work great for Facebook email extraction:

• Native Facebook integration that collects data points like name, description, likes, follows, and check-ins directly from Facebook pages
• Email Finder tool that uses advanced algorithms to find verified email addresses based on names or company domains
• Chrome extension for one-click data extraction while browsing Facebook
• Claygent AI web scraper that visits any website and extracts information based on simple prompts

Clay’s “waterfall enrichment” system makes it really effective. The system searches multiple databases one after another until it finds what you need. This method improves data coverage by a lot, some customers say they’ve tripled their enrichment rates compared to single-source solutions.

Clay pros and cons

Pros:

• Access to 75+ data enrichment tools in one platform
• AI helps personalize outreach messages
• Anyone can use it without technical skills
• All plans, even the free tier, support unlimited users
• Chrome extension combines smoothly with browsing

Cons:

• Some users say it costs more than direct API usage
• Facebook scraping template isn’t available
• Many features make it harder to learn
• Credit system can cost more than third-party enrichment

Clay pricing

Clay uses a credit-based system with five pricing tiers:

The Free Plan gives you 100 monthly credits with simple features and unlimited users. You’ll get 2,000 credits and data export with the Starter Plan at $134/month. The Explorer Plan costs $314/month, offering 10,000 credits and email sequencing integrations.

Bigger companies often choose the Pro Plan at $720/month with 50,000 credits and CRM integrations. The Enterprise Plan comes with custom pricing, unlimited rows, dedicated support, and advanced features.

Every paid plan includes rollover credits (up to 2x), AI capabilities, and access to all data enrichment tools.

RS Email Prospector

RS Email Prospector brings a unique approach to Facebook email extraction that naturally combines email and phone number scraping features. This complete lead generation software helps sales teams, marketers, and business owners get accurate contact data.

RS Prospector key features

RS Email Prospector has several unique extraction methods that work well with social media platforms:

• Single Keyword Search gets emails using specific keywords without social platform logins
• Domain-Based Search finds leads right from company websites to collect decision-maker emails
• Business Email Search finds corporate email IDs of professionals by job titles or industries
• Bulk Email Search lets you upload up to 100 keywords at once and can get 10,000 contacts in under 2 hours

The tool stands out because it knows how to extract emails from Facebook anonymously without logging in, which keeps your social accounts safe from restrictions. The software also has built-in proxy support to maintain your privacy during extraction sessions.

RS Prospector pros and cons

Pros:

• Gets unlimited emails with no per-email fees
• Works with LinkedIn and Twitter besides Facebook
• Combines email and phone extraction in one platform
• Runs on any Windows PC, including remote desktops and virtual machines
• Offers live chat support right in the software

Cons:

• Costs more upfront than similar tools
• Desktop software misses out on cloud benefits that competitors offer
• Not much data about success rates and accuracy
• Only works on Windows, leaving out Mac and Linux users

RS Prospector pricing

RS Email Prospector comes with different pricing tiers based on usage credits:

• Starter: ₹3,999 (about $49) with 10,000 credits
• Premium: ₹5,999 (about $72) with 25,000 credits
• Pro: ₹7,999 (about $96) with 50,000 credits plus unlimited searches at standard speed (90-180 seconds per query)
• Pro Plus: ₹11,999 (about $145) with 100,000 credits plus unlimited searches at faster speeds (60-90 seconds per query)

Some sources mention a $499 one-time fee for the software, which likely refers to the desktop version rather than the subscription-based cloud option.

Multilogin

Multilogin is a game-changer in the antidetect browser space that stands out for Facebook email scraping with its advanced fingerprinting technology. This tool has been the foundation of digital identity management since 2015. It builds resilient infrastructure to handle multiple scraping sessions without triggering Facebook’s security systems.

Multilogin key features

The platform’s strength lies in its isolated browsing environments. Each environment has unique digital fingerprints that stop Facebook from connecting your scraping activities to a single user. Here are the significant features that make email extraction possible:

• Unique browser fingerprints that mirror real devices by customizing canvas, fonts, GPU, and OS parameters
• Isolated browser profiles that prevent cross-account contamination when running multiple scraping operations
• IP rotation with built-in residential proxies in 1,400+ cities from 150+ countries
• API integration that supports Selenium and Puppeteer to automate email extraction
• Cloud synchronization to manage scraping operations on different devices

The platform’s “digital camouflage” approach sets it apart. You’re not just switching IPs but creating complete digital identities.

Multilogin pros and cons

Pros:

• Undetectable scraping through advanced anti-fingerprinting technology
• Built-in residential proxies with access to 5M+ IPs
• Rock-solid performance backed by years of experience
• Support team available around the clock in five languages
• Detailed API to build automation

Cons:

• Most expensive antidetect browser in the market
• Takes time to learn for newcomers
• Needs 4GB+ RAM to run smoothly
• Only offers a paid 3-day trial

Multilogin pricing

The platform uses a tiered subscription model:

The Trial Plan costs €1.99 and gives 3-day access with 5 browser profiles and 200MB proxy traffic. Regular users can choose the Pro 10 plan with 10 profiles and 1GB monthly proxy traffic. The Pro 50 and Pro 100 plans come with 50 and 100 profiles plus 3GB and 5GB proxy traffic.

Larger teams can opt for Business Plans starting at 300 profiles with 10GB monthly proxy traffic. Extra proxy traffic costs €3 per GB.

Multilogin delivers industrial-grade protection for Facebook scraping at premium prices.

Apify Facebook Scraper

Apify provides a powerful cloud-based solution to extract valuable information from Facebook without getting blocked. The platform serves as a complete scraping solution with multiple specialized Facebook tools that work together to collect emails and contact details.

Apify scraper key features

Apify’s Facebook scraper toolkit has tools designed for different extraction needs. The Facebook profile scraper excels at pulling contact information like emails and phone numbers from public profiles. There’s another reason to consider this platform – it can extract various data points such as addresses, websites, gender, and social media URLs.

The platform stands out with these technical capabilities:

• Built-in proxy rotation that switches between IPs automatically to prevent blocking
• Cookie-based authentication to access profiles that need login
• Parallel processing that handles multiple scraping tasks at once
• Advanced error handling with automatic retries

Apify scraper pros and cons

Pros: Apify delivers reliable performance through its cloud infrastructure. The platform lets you export data in multiple formats like JSON, CSV, and Excel, which makes integration with other systems simple. The platform also keeps your Facebook accounts safe while scraping by using fixed proxies and random delays.

Cons: New users often struggle with the platform’s steep learning curve. The costs can add up quickly for high-volume projects. Setting up complex scraping tasks takes considerable time.

Apify scraper pricing

Apify charges $0.01 per scraped page ($10 per 1,000 pages). Users can scrape up to 500 pages monthly with the free plan. The Starter plan costs $39/month and lets you extract about 3,900 Facebook pages. Larger operations can choose the Scale plan ($199/month) or Business plan ($999/month).

Each subscription plan comes with different amounts of compute units, actor RAM, and proxy access, these resources determine your scraping capacity.

SocLeads

SocLeads makes Facebook email extraction simple without needing technical expertise. This tool has proven valuable to me, especially when you have to work with multiple platforms beyond Facebook.

SocLeads key features

SocLeads stands out with its impressive bounce rate of under 3%, which means more contacts you can actually use. The platform achieves this through:

• API-based extraction that puts permissions first and maintains 98% accuracy for B2B leads
• Detailed validation that automatically checks MX records, format, and spam trap blacklists
• Proxy rotation system that switches between server locations to keep Facebook from detecting scraping
• Compliance documentation with exportable logs that show the source of each email

SocLeads works with Instagram, Twitter, LinkedIn, YouTube, and Google Maps. The platform runs without login credentials, browser extensions, or special caching, which makes it much easier to use than other technical solutions.

SocLeads pros and cons

Pros:

• Accessible interface that quickly delivers results without complex setup
• Quick-responding customer support team that handles feedback right away
• Knowing how to extract emails from Facebook groups, users find this feature very helpful
• Works with keyword searches on all supported platforms
• Email validation comes with paid plans to check deliverability

Cons:

• Credits expire in 30 days with no way to roll them over
• Strict refund policy that stops after using more than 50 credits
• Free plan doesn’t include email validation or duplicate removal
• Free trial offers less than other competitors

SocLeads pricing

The platform has three pricing tiers based on how many contacts you need monthly:

• Free Trial: $0/month for 100 contacts, simple support, no validation
• Pro: $59/month for 10,000 contacts, premium support, email validation
• Business: $149/month for 100,000 contacts, premium support, validation, and duplicate removal

Each plan gives you access to all scraping features on every supported platform, including Facebook email extraction. The main differences come down to contact volume and advanced data cleaning features.

What makes a Facebook email scraper great?

When I look for a great Facebook email scraper, I focus on three things: data quality, ease of use, and reliability.

For me, the best scraper is one that gets accurate emails from the right people, without wasting hours or risking my Facebook account. If the tool is confusing or constantly needs troubleshooting, it’s not worth the time. I also want something that stays updated as Facebook changes its platform, because scraping rules and structures don’t stay the same for long.

I don’t have time to mess with coding, so I usually prefer something no-code and cloud-based, something I can set up once and let it run in the background. That’s why I’ve liked using IGLeads.io. It doesn’t just scrape Facebook; it works across multiple platforms, verifies emails automatically, and keeps scraping even when my computer’s off. That kind of hands-off automation is a huge win.

Of course, budget matters too. There are free scrapers out there, but in my experience, the data is often outdated or incomplete. Paid tools usually offer better filters, safer scraping practices, and more accurate contacts, especially if you’re targeting specific niches like real estate agents or local businesses.

And one last thing: compliance is non-negotiable. Any tool I use needs to respect data privacy laws like GDPR. That gives me peace of mind and protects my outreach campaigns in the long run.

Bottom line? A great Facebook email scraper should save you time, give you clean data, and work in the background without breaking Facebook’s rules. Tools like IGLeads.io check those boxes, which is why it’s become one of my go-to options.

Choosing the right Facebook email scraper: what actually matters

Not all email scrapers are created equal — especially when it comes to Facebook. The right tool should do more than just pull a bunch of emails. It should help you find the right people, in the right communities, with as little friction as possible.

That means you want a scraper that works with Facebook groups, pages, and communities, and gives you full control over filters like industry, location, and niche. Bonus points if it can verify emails in real time and deliver clean, ready-to-use data.

We designed IGLeads with this in mind — making sure you don’t waste time with outdated lists, irrelevant contacts, or clunky interfaces. Instead, you get accurate, targeted results in hours, not days.

Why IGLeads is the perfect fit for lean teams

If you’re part of a small team or running solo, you probably don’t have time to babysit software or deal with complicated tools that require a developer. You need speed, clarity, and results — without being locked into a bloated monthly plan.

That’s exactly what IGLeads delivers. You can run a Facebook scraping job in minutes, target the exact community you’re after, and download a list ready for outreach. The platform works in the background while you focus on the rest of your business, and there’s zero learning curve.

We built this for people like us: founders, marketers, and scrappy growth teams who just want clean leads, fast.

Staying compliant while scraping Facebook emails

Let’s be honest, scraping can get a bad rep, and for good reason when it’s done irresponsibly. But we’ve built IGLeads to stay fully compliant with major data privacy laws like GDPR, CFAA, and DMCA by only pulling publicly available information.

That means emails listed on public Facebook profiles, business pages, or within communities — never anything private, hidden, or behind a login wall.

And just because you can reach out doesn’t mean you should blast messages. We always recommend sending personalized, respectful outreach, especially when working with scraped data. Add value, don’t just ask for something. That’s how you stay legal and build trust.

Final word: Are Facebook email scrapers worth your time?

Picking the right Facebook email scraper means weighing several factors that match your needs. Our tests of nine tools revealed key features that set the best ones apart from the rest.

Your technical expertise matters a lot. Business owners succeed with no-code solutions like IGLeads or SocLeads that work right away without coding knowledge. Teams with developers might get better results from customizable frameworks like Scrapy that adapt to specific needs.

Data accuracy makes or breaks any email extraction tool. You need options that deliver clean data so you don’t waste time reaching out to wrong contacts. Clay’s waterfall enrichment method shows this well – it searches multiple databases one after another until it finds what you need.

Price points differ among solutions. Free tools exist but paid versions work more reliably. Review pricing against how much you’ll use it – some charge per email while others let you extract unlimited emails within subscription levels.

Privacy regulations make compliance features crucial. Pick tools that follow ethical scraping practices and stick to GDPR rules. Most providers now build in safeguards to help you meet these requirements.

Apify works great for newcomers to Facebook scraping. Larger companies do better with enterprise solutions that handle big volumes and manage proxies well. Tech-savvy users often prefer Nimble’s developer-focused platform.

Scraping starts your lead generation process. The data you collect needs cleaning and enrichment before you can use it. That’s why platforms that combine multiple functions give you better value than basic scrapers.

Match these factors against what you need, and you’ll find a Facebook email scraper that fits your business goals and technical skills perfectly.

Ready to scale Facebook outreach? Give IGLeads a shot

If you’re tired of guessing who to reach out to or wasting time pulling emails manually, IGLeads can save you hours, even days, of work each week.

Whether you’re looking for local service providers, niche interest groups, or B2B leads inside Facebook communities, our tool gets you clean, targeted contacts without the hassle. No coding. No sketchy methods. Just real results.

Try it today and see how easy lead generation can be when the platform actually works for you, not the other way around.