Top 10 Social Media Scrapers 2026

Sick of wasting hours manually collecting prospect data? Social media scraping tools help you extract, enrich, and organize prospect data from multiple platforms at scale. 

We compared 10 best social media scrapers in 2026 based on their scraping capabilities, use cases, automation features, integrations, account safety, and pricing to help you pick a platform that fits your data extraction workflow.

See which platforms made the list.

Quick Picks: Social Media Scraping Tools 2026

*Pricing and features are accurate as of September 2026. As vendors regularly update their plans, be sure to check each provider’s website for the latest information before purchasing.

Every brand, agency, and research team eventually hits the same wall: the social data they need lives on platforms that were never built for bulk export.

Social media networks use sophisticated anti-bot measures, infinite scrolling, and dynamic JavaScript rendering to block automated data extraction. The best social media data scrapers solve these bottlenecks through headless browsers, residential proxy networks, and AI-driven parsing to extract structured data reliably.

Whether you are tracking competitor sentiment, building a lead database, or monitoring influencer engagement, these tools handle the most demanding tasks.

Explore our 10 best social media data scrapers to find a tool that fits your needs now, or at least leave knowing exactly what to look for. 

How We Selected the Best Social Media Scrapers 2026

Calling any single platform the undisputed champion of data extraction would be misleading, as workflows vary wildly between developers and marketers. 

Therefore, we judged every social media scraping software on this list against the exact criteria that dictate real-world performance:

• Social media scraping features: how well the tool extracts profiles, posts, comments, followers, and hashtag data from platforms like LinkedIn, Instagram, TikTok, X, Facebook, YouTube, and LinkedIn.
• Use cases: the social media data you can collect for tasks like lead generation, influencer research, and sentiment tracking.
• Automation features: the extent to which the platform streamlines data extraction, scheduling, and pipeline routing without manual intervention.
• Integrations: compatibility with CRMs, spreadsheets, BI tools, and automation platforms like Zapier or Make.
• Deployment: whether the tool runs as a browser extension, a desktop app, or a cloud-based API.
• Account safety: the safeguards in place to reduce the risk of IP bans, CAPTCHAs, or platform restrictions during a scrape.
• Pricing: plan costs, usage limits, and how the cost scales as your data needs grow.

What Are Social Media Scraping Tools?

Social media scraping tools pull public data from platforms like Instagram, TikTok, X, LinkedIn or Facebook, and YouTube, then convert that data into structured formats like CSV, JSON, or Excel.

Modern social media scraping software goes well past a simple copy-paste job. It handles JavaScript-heavy pages that load content as you scroll and rotates proxies so a single IP doesn’t get flagged.

These tools serve a wide range of people, including B2B sales professionals, marketers,  recruiters, researchers, developers, and agencies.

However, these software solutions aren’t interchangeable. Some are developer-centric tools that give you data via APIs, while others let you scrape through a visual, no-code interface. 

Their coverage varies just as much: one tool might specialize in LinkedIn prospect data only, while another can pull information across Instagram, Facebook, TikTok, X, and dozens of other sources.

Good to know:

Before committing to a social media scraping tool, check whether it covers the specific platforms you actually need, offers real anti-blocking protections, exports to a format your team can use immediately, and is transparent about how its pricing scales as your data volume grows.

Top 10 Social Media Scrapers 2026

Dripify

Dripify is a cloud-based LinkedIn automation tool that combines LinkedIn scraping with automated outreach and lead generation. 

You can use it to extract prospect information from LinkedIn Search results, Sales Navigator, Recruiter, events, groups, LinkedIn Posts, your own LinkedIn Network, CSV, post engagement, and individual profile URLs. 

The software then automatically funnels the scraped data into enrichment and outreach pipelines. The built-in Email Finder and Verifier find and validate prospect email addresses, so you can enrich your leads and reach them through both LinkedIn and email.

Best for:

B2B sales teams, SDRs, agencies, and recruiters who want to combine LinkedIn data extraction with automated multichannel outreach in one platform.

Key Use Cases:

• Building prospect databases for sales and recruiting
• Pulling member data from LinkedIn
• Automatically enriching scraped profiles with verified business emails
• Feeding extracted LinkedIn data directly into an outreach sequence without manual export

Social Media Scraping Features:

• Extracts profile and connection data from LinkedIn Search, Sales Navigator, Recruiter, Events, Groups, LinkedIn Posts, My Network, CSV, Post Engagement, Individual URLs
• Users can tag, filter, and organize collected leads
• A built-in Email Finder & Verifier enriches every scraped profile with a business email

Automation Features:

• Automatically triggers email lookup and verification upon scraping
• Automated, multistep LinkedIn and email sequences
• Conditional logic and delays control how fast profiles get pulled and contacted
• Uses a wide range of dynamic variables to automatically personalize messages at scale

Safety Features:

• Runs from the cloud through a dedicated IP and isolated browser session
• Configurable working hours per connected LinkedIn account
• Randomized delays between profile visits and connection requests
• Automatic cooldown mode when activity looks abnormal

Integrations: Major CRMs, plus 1,000+ apps through Zapier and Make.

Deployment: Cloud-based

Pricing: Starts at $39/month (annual billing); 7-day free trial, no credit card required.

Apify

Apify is a developer-focused web scraping and automation platform with the most extensive library of pre-built social media data scrapers called Actors for LinkedIn, X (Twitter), Instagram, Facebook, YouTube, TikTok, and dozens more.

Instead of building a web scraper from scratch, you open an Actor like LinkedIn Scraper or TikTok Scraper, paste in usernames, hashtags, or URLs, and get structured JSON back in minutes.

Best for:

Developers, data teams, and agencies that need to scrape multiple social platforms at scale using pre-built scrapers rather than custom code.

Key Use Cases:

• Instagram profile and post extraction
• Facebook page, group, and post scraping
• Social media audience research
• Building custom social media monitoring dashboards
• Monitoring X (Twitter), Facebook, YouTube, and Reddit for brand mentions or trends

Social Media Scraping Features:

• Ready-made social media Actors, with dozens purpose-built for Instagram, TikTok, X, Facebook, YouTube, and Reddit
• Structured JSON output with a consistent schema across runs
• Search-by-keyword, hashtag, or profile URL depending on the Actor
• Custom Actors for specialized scraping requirements

Automation Features:

• Schedule Actor runs on a recurring basis without manual triggers
• Chain multiple Actors into multistep Workflows (e.g., find profiles, then scrape their posts)
• Webhooks automatically push completed datasets to Google Sheets, Slack, or your own systems
• REST API and an MCP server expose Actors as callable tools for AI agents

Safety Features:

• Built-in datacenter and residential proxy rotation for every Actor
• Concurrent run limits and rate-limit-aware retries to avoid IP flags
• Guidance throughout the platform steers users toward public, non-login-gated data

Integrations: Zapier, Make, n8n, Google Sheets, Airtable, Slack, webhooks, REST API, and an MCP server for AI assistants.

Deployment: Cloud-based platform

Pricing: Free plan ($0 with $5 monthly usage), no credit card required; Starter at $26/month, Scale at $179/month, Business at $899/month (all billed annually).

Octoparse

Octoparse is a no-code, point-and-click web scraping tool that makes social media data extraction accessible to non-technical users.

Point it at a public profile or search page on X, Amazon, TikTok, or Google Maps; click the fields you want; and Octoparse takes care of scrolling, pagination, and anti-blocking.

Best for:

Marketers, researchers, and non-technical teams who want ready-made social media scraping templates instead of building extraction logic from scratch.

Key Use Cases:

• Social profile research
• Extracting business contact and social links from Google Maps and directory listings
• Public-page data collection
• Scraping LinkedIn job posts, company pages, and profiles

Social Media Scraping Features:

• No-login scraping of public tweets, profiles, and follower/following data
• Preset scraping templates
• Handles pagination, infinite scroll, and JavaScript-rendered content
• AI-assisted point-and-click builder for custom targets outside the template library

Automation Features:

• Schedule tasks to run hourly, daily, or weekly on Octoparse’s cloud servers
• Automatic data export to Excel, CSV, JSON, HTML, XML, and databases
• Incremental scraping to only capture new data since the last run
• Advanced API for triggering and managing scraping tasks programmatically

Safety Features:

• Built-in IP rotation and residential proxies to reduce blocking
• Automatic CAPTCHA solving on supported targets
• Cloud-based runs keep your own IP address out of the request chain

Integrations: Google Sheets, Google Drive, Dropbox, Amazon S3, webhooks, and an Advanced API for custom pipelines.

Deployment: Windows desktop client with cloud-based extraction and scheduling

Pricing: Standard starts at $69/month and Professional at $249/month, both billed annually. Enterprise pricing is custom. 

A free-forever plan is available with 10 tasks and up to 50,000 exported rows per month, with no credit card required. Standard and Professional plans also come with a 14-day free trial, but you’ll need to provide a credit card to start it.

ScrapingBee

ScrapingBee provides an API for handling browser rendering, proxy rotation, and other infrastructure so developers can focus on collecting social media data.

Send it a URL and get back rendered HTML, a screenshot, or extracted data using CSS/XPath rules. This feature makes it a natural fit for teams that already have engineers but don’t want to maintain scraping infrastructure.

Best for:

Developers who want to build custom social media web scrapers for heavily protected sites like LinkedIn and X.

Key Use Cases:

• Rendering JavaScript-heavy social profile and feed pages before extraction
• Building custom data pipelines
• Capturing screenshots of social posts or profiles for archiving or monitoring
• Extracting specific fields from social pages using CSS or XPath selectors

Social Media Scraping Features:

• Full JavaScript rendering for feeds that load content dynamically
• CSS/XPath-based data extraction rules for pulling structured fields
• Premium and stealth proxies
• Screenshot API for visually capturing profiles or posts
• Markdown scraper option that returns clean, readable page content

Automation Features:

• CLI and MCP server support for scripting scrapes from a terminal or AI assistant
• Configurable concurrency and request pacing
• Native n8n and Make integrations for no-code automation around the API
• Automatic credit renewal and usage tracking through the dashboard

Safety Features:

• Rotating and premium proxies included on every plan
• Geotargeting to request pages as if browsing from a specific country
• Automatic retries and IP switching when a request gets blocked

Integrations: API, CLI, Python, Node.js, n8n, Make, CLI, MCP-compatible AI assistants (Claude Code, Cursor, and Codex); and a REST API for custom pipelines.

Deployment: Cloud-based API

Pricing: Freelance starts at $49.99/month, Startup at $99/month, Business at $249/month, and Business+ at $599/month, all billed monthly. Enterprise tiers get a custom quotation.

ScraperAPI

ScraperAPI is a purpose-built anti-bot bypass API built specifically to get past the sophisticated protection systems used by LinkedIn, X, and other social platforms.

Send it a request, and it handles proxy rotation, browser rendering, and CAPTCHA-solving across a pool of more than 40 million IPs, returning the page data your code can then parse.

Best for:

Developers looking for a straightforward, credit-based API that fetches social media data at scale without managing proxy infrastructure.

Key Use Cases:

• Collecting public social profile data
• Monitoring social pages at scale
• Running high-volume scraping jobs across a large, rotating IP pool

Social Media Scraping Features:

• Single API endpoint for all scraping requests
• Automatic proxy rotation across a 40M+ IP pool to reduce blocking
• JavaScript rendering for dynamic, script-loaded social feeds
• Geotargeting across 50+ locations for region-specific content

Automation Features:

• Automatic retries and crawler workflows
• REST API with SDKs for common languages to slot into existing pipelines
• Concurrent connection support that scales with plan tier
• Webhooks and callback URLs for asynchronous scraping jobs

Safety Features:

• Automatic CAPTCHA bypass on supported targets
• Rotating proxies reduce the chance of a single IP getting flagged
• 99.9% uptime guarantee to keep long-running jobs from silently failing

Integrations: REST API with SDKs for Python, Node.js, PHP, Java, and Ruby; compatible with Zapier and Make via webhooks.

Deployment: Cloud-based API

Pricing: Hobby starts at $44.10/month, Startup at $134.10/month, Business at $269.10/month, Scaling at $427.50/month, and Professional at $877.50/month, all billed annually.

Zyte

Zyte is a data extraction platform for enterprises that combines smart proxy management with AI-powered parsing.

The API automatically detects and works around bans, renders JavaScript, and rotates proxies, so scraping jobs can keep running at high volume without constant babysitting.

Best for:

Enterprises and data teams running high-volume, mission-critical social media scraping.

Key Use Cases:

• Extracting large volumes of social and web data
• Social media monitoring and competitive intelligence
• Brand sentiment analysis
• Running Scrapy-based custom spiders for social targets at scale

Social Media Scraping Features:

• Zyte API automatically detects and handles bans, CAPTCHAs, and anti-bot defenses
• Browser rendering for JavaScript-heavy social feeds and infinite scroll
• AI-assisted extraction that adapts as target page structures change
• Scrapy Cloud hosts and runs custom-built spiders for teams that want full control

Automation Features:

• API-based scraping
• Scheduled scraping at custom intervals
• AI-powered automatic extraction that identifies data fields without manual coding
• Automatic retry logic for failed requests

Safety Features:

• Automatic proxy rotation and ban detection built into every request
• Browser fingerprint management to reduce detectable automation patterns
• Configurable spending limits

Integrations: Scrapy, GitHub, Selenium IDE, Dropbox, and Google Drive, plus API and webhook access.

Deployment: Cloud-based API, with Scrapy Cloud for hosted custom spiders

Pricing: Zyte Data starts at $500/month (monthly billing) for the Standard plan, which covers data types supported by its AI Scraping system and has no setup fee. 

Custom plans start at $1,000/month (monthly billing), with setup fees from $100 depending on project complexity, customizable schemas, crawl schedules, and delivery options.

ParseHub

ParseHub is a desktop-based visual scraper that lets you build a social media scraping workflow by clicking through a page the way a visitor would. Select the posts, comments, or profile fields you want, and let ParseHub figure out the underlying logic.

Best for:

Analysts, marketers, and researchers who need to scrape complex social media pages with infinite scroll, dynamic loading, and multi-step navigation.

Key Use Cases:

• Social profile research
• Scraping multi-page social directories and membership lists
• Public community data collection
• Extracting data from pages that require a login or interaction (clicks, dropdowns)

Social Media Scraping Features:

• Point-and-click selection of text, images, and attributes on any social page
• Handles JavaScript- and AJAX-driven feeds, including infinite scroll
• Can simulate logins, dropdown selection, and clicks to reach gated content

Automation Features:

• Cloud-based scheduling to run extraction jobs automatically at set intervals
• Machine learning engine that adapts when target websites change their layout
• Multiple workers split large scraping jobs to run in parallel
• Automatically export completed datasets to cloud storage or APIs

Safety Features:

• Automatic IP rotation across multiple geographic regions
• Basic CAPTCHA handling for standard protection mechanisms
• Cloud-based execution keeps scraping traffic off your local network

Integrations: Dropbox, Amazon S3, Google Sheets, Tableau, and a REST API for custom workflows.

Deployment: Desktop application (Windows, Mac, Linux) with cloud-based execution and scheduling

Pricing: ParseHub has a free plan with no credit card required. 

Paid monthly plans start at $189/month for Standard and go up to $599/month for Professional, all of which can be cancelled at any time. ParseHub Plus is an enterprise web scraping service with custom pricing. 

There’s also a quarterly billing option with a 15% discount.

Snov.io

Snov.io is primarily a sales engagement and lead generation platform with a highly effective browser extension for scraping contact data directly from LinkedIn and company websites.

Users can find email addresses from individual LinkedIn profiles, extract emails in bulk from LinkedIn searches, and verify each address before export or feeding the data automatically into multichannel outreach sequences.

Best for:

Sales and recruiting teams looking for software to quickly scrape emails and prospect data directly from LinkedIn tabs into a CRM.

Key Use Cases:

• Collecting LinkedIn prospects
• Pulling verified business emails directly from LinkedIn profiles
• Verifying and cleaning contact lists sourced from social platforms
• Combining LinkedIn data with email outreach

Social Media Scraping Features:

• Chrome extension extracts verified emails and profile details from LinkedIn profiles and pages
• Bulk email extraction from LinkedIn searches
• Email verification with a 7-tier verification system
• Extracts company data, including industry, size, and tech stack

Automation Features:

• Automatically pushes scraped contacts into Snov.io drip campaigns
• AI search for finding and verifying leads
• Automated email verification during extraction

Safety Features:

• Built-in LinkedIn activity limits
• Location-based proxy support

Integrations: HubSpot, Pipedrive, Salesforce, and other CRMs via Zapier, plus a REST API and Chrome extension.

Deployment: Cloud-based web platform with a Chrome extension

Pricing: With annual billing, the Starter plan costs $29.25/month, while Pro starts at $74.25/month. Both include unlimited team seats, with annual billing saving 25%. 

Custom Ultra uses custom pricing for higher-volume needs.

Jarvee Pro

Jarvee Pro is a social media automation bot with data scraping capabilities. It extracts audience data like followers, likers, and commenters from multiple social networking platforms, including Facebook, X, TikTok, and LinkedIn.

Best for:

Social media managers and growth marketers who want to extract follower and engagement data and immediately act on it with automated outreach.

Key Use Cases:

• Social profile and lead scraping
• Extracting lists of followers, likers, and commenters to build engagement targets
• Pulling contact information from localized social directories

Social Media Scraping Features:

• Scrapes followers, following lists, and hashtag engagers
• Extracts user bios, profile links, and post metadata
• Supports data collection and automation across Facebook, Instagram, X, YouTube, LinkedIn, Reddit, TikTok, and Pinterest (platform count varies by plan)
• Multi-account scraping capability

Automation Features:

• Highly granular scheduling for extraction and engagement tasks
• Automated account warm-up routines before heavy scraping begins
• AI-driven comment and message automation triggered from extracted user lists
• Post scheduling across all connected platforms

Safety Features:

• Built-in fingerprint browser to reduce cross-account detection
• Proxy management support
• Custom delays and safety limits configurable per account

Integrations: Facebook Business Suite, Instagram, YouTube, LinkedIn for Business, Pinterest, Discord, TikTok, and X/Twitter.

Deployment: Desktop application (Windows) or VPS with fingerprint browser and proxy support

Pricing: A free forever plan is available. 

Plans start at $79/month for Individual, covering one account across four sites. Business costs $139/month for up to 30 accounts, while Enterprise costs $297/month for unlimited accounts across four sites. 

The Full Version is $397/month and extends unlimited account management to all supported sites. 

Annual and lifetime payment options are also available, starting at $177/year or $297 lifetime.

Webscraper.io

Webscraper.io is a browser-based scraping tool that combines a free, open-source Chrome extension with paid cloud extraction.

Users create a sitemap that tells the scraper what elements to collect and how to navigate through pages. This makes it useful for quick-to-skim social or community pages where predictable page structures allow users to reach the required data.

Best for:

Individuals, students, and small teams who want a genuinely free way to scrape individual social pages without committing to a paid platform.

Key Use Cases:

• Social profile research
• Public-page data collection
• Extracting post data and engagement metrics
• Building prospect lists from social platforms

Social Media Scraping Features:

• Free Chrome extension for local scraping
• Visual site map builder for point-and-click extraction
• Handles basic pagination and “next page” navigation
• Extracts text, links, and image URLs into CSV formats

Automation Features:

• Scraping happens directly in your browser tab
• Optional cloud platform adds scheduled, recurring scraping runs
• Parallel scraper execution on paid cloud tiers for larger jobs
• Automatic data export to spreadsheets

Safety Features:

• Uses your native browser session and IP address
• Automatic retries and bot-protection support
• CAPTCHA bypass options

Integrations: Google Sheets, Google Drive, Dropbox, Google Cloud, Microsoft Azure, Amazon S3, and other export destinations.

Deployment: Chrome and Firefox browser extension, with an optional cloud platform for scheduling and scale

Pricing: The browser extension is free. Cloud plans start at $40/month (Project), $80/month (Professional), $167/month (Scale), each billed annually. Enterprise-level packages come at a custom price. 

 A 7-day free trial is also available with no credit card required.

How to Choose the Best Social Media Scraping Software

Which is the right social media scraping tool for you depends on your technical resources and the scale of your data needs. 

If your team is constantly jumping between raw HTML dumps, proxy providers, data enrichment software, and formatting scripts, it is time to upgrade your stack.

Features to Look For

• Platform coverage: Choose a tool that supports the specific social networking platforms you need to scrape: LinkedIn for B2B prospecting, X for social listening, and Instagram for influencer research.
• Real anti-blocking infrastructure: Look for proxy rotation, CAPTCHA handling, and ban detection that’s built into the product, not something you have to configure yourself from scratch.
• Proxy Infrastructure: The best social media scraping software includes access to residential or mobile proxy pools. Major platforms like LinkedIn and X almost instantly flag datacenter IPs.

Common Buying Mistakes

• Assuming one tool covers every platform equally well: Even broad scraping platforms perform better on some targets than others. Test your specific platform and use case before assuming coverage translates to quality.
• Expecting a visual tool to handle complex logic: Point-and-click scrapers are particularly effective for static directories, but they often fail on complex social feeds. For profound sentiment analysis or nested comment trees, choose an API-based or code-level solution.
• Choosing the cheapest plan without modeling real usage: A $19 entry-level plan can turn into a $200 monthly bill once you factor in JavaScript rendering, premium proxies, or failed-request overage. Estimate your actual monthly volume before you commit.

Why Teams Choose Dripify for Social Media Scraping

Dripify treats LinkedIn data extraction as the first step of a revenue-generating workflow. It scrapes the LinkedIn network itself with the goal of helping you find the right prospects.

A rep can pull a list straight from LinkedIn Search results, Sales Navigator, Recruiter, events, groups, LinkedIn Posts, your own LinkedIn Network, CSV, post engagement, and individual profile URLs. 

From there, you can move those enriched profiles directly into automated, multichannel outreach flows that include LinkedIn profile visits, connection requests, post likes, messages, and email follow-ups.

With Dripify LinkedIn scraper you can:

• Built-in email finding and verification feature
• Native LinkedIn + email outreach sequences
• Behavior-based automation and adjustable account-safety controls
• Shared team workspaces and campaign-level reporting
• Lead organization, teamwork spaces, and deduplication
• Cloud-based execution and activity safeguards

If your social scraping needs are limited to LinkedIn, Dripify is the ideal solution, as it combines data extraction, enrichment, and outreach in one place.

Try Dripify for free today and turn scraped LinkedIn profiles into real conversations.