Data Web Data Scraping Social Media Scraping

Social Media Scraping

Social media scrapers enable the extraction of user-generated content, follower metrics, and engagement data from platforms like Instagram, LinkedIn, and X. We benchmarked tools for public data collection based on platform compatibility and data accuracy.

Scrape Data from Twitter (X.com) with Python in 2026

Social Media ScrapingFeb 11

Modern social platforms, such as X.com, employ strict anti-scraping defenses, including CAPTCHA, rate limits, and IP blocking. These security measures make building a custom scraper from scratch both difficult and prone to frequent interruptions.

Social Media ScrapingFeb 9

Best LinkedIn Scrapers in 2026: Benchmarks & Python Tutorial

We benchmarked the best LinkedIn scraper tools using 9,000 requests across posts, profiles, and job listings. This guide covers two main areas: Apify vs.

Social Media ScrapingFeb 5

Best Social Media Scrapers in 2026: 75,000+ Requests Benchmarked

We executed 75,000+ test requests across X, Instagram, LinkedIn, and Facebook to find the most reliable social media scraping API. Whether you need social media data scraping for business information extraction or a high-scale social media scraping solution, our benchmark reveals the top performers.

Social Media ScrapingFeb 5

5 Best Twitter Scrapers in 2026: Benchmarked & Tested (X.com)

We benchmarked the top Twitter (X) scrapers across 200 URLs (profile pages and posts), totaling 400 requests. To help you choose the right tool for your specific technical needs, we have categorized the top performers below. X.com data extraction: Using dedicated Twitter scraping APIs General-purpose APIs can be insufficient. Dedicated X.

Social Media ScrapingFeb 3

Best TikTok Scraping Tools in 2026 (Python Guide)

In January 2026, TikTok moved its U.S. operations to the TikTok USDS Joint Venture, managed by Oracle. This changed how the platform handles data and anti-bot measures. This guide covers the TikTok Shop data ecosystem, device-integrity fingerprinting, and the latest Agentic AI scraping tools for TikTok.

Social Media ScrapingJan 28

6 Best Lead Scraping Tools: Pricing & Performance Review

When choosing a lead scraper, think about how much data you need and whether the tool fits your budget and technical skills. You can find specialized social media bots, cloud platforms, and affordable desktop apps for local data extraction.

Social Media ScrapingJan 24

5 Best Facebook Scrapers in 2026 & Python Tutorial

Using Python and a managed Facebook scraping API lets you collect public posts, comments, likes, and shares. This tutorial demonstrates how to scrape Facebook posts by keyword and retrieve their URLs via Google search.

Social Media ScrapingJan 24

Best Instagram Scrapers in 2026 to Scrape Instagram Data

Instagram remains one of the most aggressive platforms for blocking automated scraping due to advanced anti-bot measures like TLS fingerprinting and IP reputation checks. Whether you need a high-performance scraper API or a custom Python script, this guide evaluates the top tools, including Apify Instagram Scraper and Bright Data Instagram Scraper.

Social Media ScrapingJan 23

Best Video Scrapers for Video Data Extraction

Major video-sharing networks are highly dynamic environments that present significant challenges for automated data extraction. Technical hurdles, such as the prevalence of infinite-scrolling layouts in short-form video feeds, often cause standard scrapers to fail to consistently retrieve data.

Social Media ScrapingNov 22

Best Glassdoor Scraper Tools and Python Tutorial in 2026

Scraping job listings from Glassdoor is challenging due to login walls, overlays, CAPTCHA, and HTML changes. The moment you load the site, you often encounter login prompts, pop-up overlays, CAPTCHA, and aggressive bot detection. The page structure also changes frequently, breaking HTML scrapers.