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.
Best LinkedIn Scrapers: Bright Data, Apify & PhantomBuster
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.
How to Scrape Glassdoor: Top Tools & Python Tutorial
Glassdoor uses aggressive anti-scraping techniques (CAPTCHA, overlays, login requirements). 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. Instead of manually circumventing these barriers, we used a managed scraping infrastructure to address them.
Best TikTok Scraping Tools in 2026 (Python Guide)
In 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. To understand how well different tools handle TikTok data, we tested the leading TikTok scrapers by running 500 unique TikTok videos per provider.
Top 7 Video Scrapers in 2026: Tested & Ranked
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.
Scrape Data from Twitter (X.com) with Python
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.
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.
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.
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.
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.