Best Social Media Scraping Tools and Extensions in 2026

The growing trend of social media networking platforms like Instagram, X(Twitter), and LinkedIn is helping in real-time insights and information about what is happening around the world. People are connected globally, creating online communities that share similar interests or opinions. These platforms consist of a wealth of information that professionals and businesses can use effectively. To extract such information, they are relying on social media scraping tools and extensions. These scraping tools can save hours of manual work, deliver deeper insights, and help in better analysis. 

Through this article, we will provide you with the best social media scraping tools and browser extensions that you can use effectively for your projects. 

What is social media scraping?

Social Media Scraping is an automated process that includes the usage of software (scraping tools) or “bots” to extract large volumes of data from social networking platforms. The scraped data can include public posts, followers, public profiles, comments, shares, hashtags, and more metadata. Scraping helps to turn unstructured social media content into usable data for analysis, research, or business use. 

Businesses or researchers use social media scraping for tracking market behaviours, brand monitoring, analyzing trends, following trending hashtags, and collecting customer feedback, etc. There are several social media platforms like Instagram, X(Twitter), Facebook, LinkedIn, etc, that can be scraped using these browser extensions and scraping tools. 

Social Media Scraping can be helpful in a variety of ways, like reducing manual collection efforts, providing large amounts of data in real-time, and making it useful for businesses for better analysis. It can be a powerful tool for understanding online behaviors, trends, and feedback. 

Best Social Media Scraping Tools And Extensions 

The list below is based on the most popular and best social media scraping tools and extensions we have reviewed in 2026. 

1. Profile Spider 

Profile Spider is an AI-powered scraping tool and browser extension for collecting social profile data. This tool is best suited for no-code and non-technical users. It is mainly focused on privacy, extracts professional profiles from sites like LinkedIn, and stores data locally. It supports flexible data export options in formats such as CSV, JSON, etc., to integrate with CRMs, ATSs, spreadsheets, or other tools. 

Why Profile Spider?

• Can extract any profile with just one click.
• Work on several platforms efficiently without custom rules, universally compatible with these profiles. 
• Securely stores all the data in your local device with complete privacy and data control. 
• It’s easy to use without any complicated tools or complex steps, saving your time and effort. 

2. Apify

Apify is one of the best social media scraping tools and extensions, as it is a powerful cloud-based automation platform. Apify acts as a large market of pre-built scrapers called ‘Actors’, for users who need ready-made solutions. These actors are around 1000 in number, creating an extensive library of scrapers that can be used without writing code from scratch. 

Why Apify?

• Provide ready-made solutions as thousands of scrapers for different platforms. 
• You can schedule Actors to run regularly, maintaining the scheduling and automation. 
• It is highly flexible for both non-coders and developers. 
• Export data to JSON, CSV, Excel, XML, or directly into other systems.
• Easily scalable and capable of handling large amounts of data. 

3. Phantom Buster

Phantom Buster is a tool that specializes in no-code automation and data extraction from several social media platforms, like scraping profiles from LinkedIn or scraping followers from Instagram accounts. The workflow in this platform works on clouds which means it can work on tasks even though your system is off. It consists of libraries of pre-built automations called ‘phantoms’ that perform several scraping actions. Also provides an extension for browsers. 

Why Phantom Buster?

• It saves hours of manual work by automating the repetitive workflow. 
• Tasks can run without being online, as it works on a cloud-based platform. 
• Large library of ready-made automations for common scraping and outreach tasks.

4. Bright Data

This social media scraping tool is an enterprise-grade web data platform that offers a comprehensive infrastructure for large-scale data collection. This tool helps businesses in extracting data from the internet and is used by several companies for SEO monitoring, market researches and ad verifications. Bright Data operates as one of the largest proxy networks. 

Why Bright Data? 

• Large-scale web scraping and data extraction. 
• SEO and SERP tracking, market research, competitor analysis, etc. 
• Offers a marketplace of pre-collected and continuously updated datasets.

5. WebScraper.io

WebScraper.io is a popular social media scraping tool that allows users to build and run scrapers directly. This tool consists of two versions: a free browser extension and a paid web scraper cloud. The browser extension is free for manual use. And in the cloud service, users can upload their locally-built sitemaps to the cloud, schedule them to run automatically, and manage them via an API. 

Why WebScraper.io?

• Exporting data flexibly, you can easily download scraped data in CSV, XLSX, or JSON formats for analysis or integration with other systems. 
• Supports multiple export formats and integrations.
• Uses sitemaps to structure how pages are crawled and what fields are extracted.

6. Zyte

Zyte is an enterprise data extraction powerhouse, engineered to handle the complexities of scraping modern websites. It moves beyond simple tools, offering managed data services and robust APIs designed for large-scale, reliable social media scraping. Zyte is designed for developers, data teams, and businesses. 

Why Zyte? 

• Its core strength is reliability and focus on serving business clients. 
• Zyte API manages proxies and headless browsers, and allows you to focus solely on the data you need. 
• Handles heavy anti-bot protections automatically reduces developer effort.

7. Oxylabs 

Oxylabs is one of the heavy social media scraping tools, mainly a web intelligence and proxy services company. It provides large-scale tools for gathering public web data and building scalable scraping infrastructure. It can extract data from any site seamlessly. It can help businesses in price monitoring, SERP tracking, market research, ad verification, e-commerce data extraction, and AI training data collection. 

Why Oxylabs?

• Simplified data extraction with comprehensive scraping APIs and tools. 
• Helps in reducing the blocks and accessing the geo-restricted data. 
• AI-powered unblocking and headless browser support for dynamic content.

8. Tex AU 

Tex AU is a social automation and scraping suite designed for growth hackers, marketers, and sales teams. It is a cloud-based data extraction tool that allows users to build complex workflows for platforms like LinkedIn. This social media scraping tool is widely used by marketing teams, sales teams, growth hackers, and researchers to perform tasks like collecting profiles, extracting search results, and building automated campaigns.

Why Tex AU? 

• Ready-made automations to extract data like profiles, followers, and posts. 
• You can get 180+ ready-made automations and 50+ workflow templates. 
• Run tasks from the cloud for continuous operation or from your desktop for more control.
• AI-powered outreach personalization and running tasks automatically. 

9. Octoparse

Octoparse is a scraping tool and extension for users who want to scrape data without coding, and it provides pre-built templates. This tool simplifies complex scraping workflows through its visual interface and extensive template library. Octoparse is useful for lead generation, market research, price monitoring, and more. 

Why Octoparse?

• Extract data in structured formats like CSV, Excel, JSON, or directly into databases without writing code. 
• Flexible with both local and cloud-based execution, allowing to run simple tasks. 
• Schedules and runs scrapers without your PC.

10. Soax

Soax is a social media scraper and a proxy service platform that helps users bypass geo-blocks, avoid detection, and collect web data reliably. They offer a specialized social media API that leverages mobile and residential proxies to look like a genuine user from almost any place in the world. It combines a large, ethically sourced IP network, flexible rotation, and targeting. 

Why Soax?

• Access millions of real residential and mobile IPs.
• Reliable connections with 99.9% uptime reported.
• Web Data API simplifies scraping logic by managing headers, cookies, and anti-bot measures.

11. Smartproxy 

Smartproxy is one of the most useful social media scraping tools as it is designed to simplify the complexities of the social media data extraction process. It provides efficient solutions with platform-specific solutions, such as, for example, networks like TikTok. Smartproxy is the best tool for developers and businesses that need reliable data extraction in structured formats. 

Why Smartproxy?

• Provides specific APIs for different social media platforms. 
• Works with popular scraping tools, browsers, and scripts.
• Easy to use for developers, as it provides a simple endpoint-based access. 

12. Data Miner 

Data Miner is a scraping tool and browser extension that helps users to extract data from websites without any coding. This tool is best suited for non-coding users who require a quick extraction of the data from web pages. It is a simple tool with a vast collection of user recipes that covers a wide range of websites and social media platforms.  

Why Data Miner?

• It works directly inside your browser. 
• You can easily export scraped data to CSV, Excel, or directly into a Google Sheet for immediate analysis.
• It provides a free plan with monthly page credit limits and paid plans that are affordable. 
• You can access over 50,000 public recipes for scraping data from lists and tables on countless websites.

Final Thoughts

As we know, extracting valuable information is essential in today’s time. These tools are making it a lot easier by providing several features and structured data extraction. Not only developers but also non-coders can use these tools efficiently. The right tools should not only perform well but also fit seamlessly into your existing processes.

 Choosing the right Social media scraping tools in 2026 ultimately depends on your work requirements and how precisely you understand them. Whether you’re looking for the tool that helps you in lead generation, market research, or brand monitoring, these tools come with affordability, reliability, and ease of use. Keeping you ahead of the competition and staying along with the trends, such tools and technologies are positioning you in the right advanced, data-driven world.