Web Data Scraping
Web data scraping refers to the methodologies, and tools for programmatically extracting structured data from websites, such as DOM parsing, API interaction, and headless browser automation.
5 Best Scraping Browsers in 2026 (Bright Data vs Oxylabs vs Zyte)
Scraping browsers handle the unblocking infrastructure, enabling users to interact with websites programmatically and extract data easily. We benchmarked the top scraping browsers on sites with login walls, infinite scroll, and strict anti-bot rules. We updated this guide to include the latest anti-bot evasion techniques (TLS 1.
Large-Scale Web Scraping: Techniques & Challenges
We benchmarked leading web scraper APIs with 12,500 requests to e-commerce platforms and search engines. Then, we tested the reliability of the underlying services (i.e. residential proxies) with 5,000 and 100,000 parallel requests. Based on these experiences, we outline how to efficiently and ethically scrape large-scale data.
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.
Top 20 Web Scraping Applications in 2026
Web scraping has evolved from simple manual scripts into advanced systems that help AI gather information. Agentic scraping lets AI agents navigate websites, handle dynamic content, and adapt to new layouts. To bypass advanced AI-based bot detection, companies use managed browser automation. This approach uses real browsers in the cloud that act like real people.
The Most Common Web Scraping Challenges in 2026
Web scraping, the process of extracting required data from web sources, is an essential tool; however, it is a technique fraught with challenges. See below the most common web scraping challenges and practical solutions to address them.
Is Web Scraping Legal? 2026 Laws & Best Practices
If you’re scraping the web, you’ve likely seen how it has benefited your business. However, as of 2026, the legal landscape has shifted dramatically. While historical cases focused on unauthorized access, new landmark lawsuits involving AI training and technical circumvention are redrawing the lines of what is permissible. See below for the most recent web scraping lawsuits (including the Reddit v. Perplexity and NYT v.
Web Scraping Roadmap in 2026: Insights from 30M Requests
We crawled more than 30 million web pages using more than 50 products from 6 leading web data infrastructure companies. Our goal was to determine which solutions truly handle the complexities of enterprise-level scraping.
10 Best Google SERP APIs in 2026 (Ranked & Tested Alternatives)
We benchmarked the leading SERP providers using 18,000 live requests across Google, Bing, and Yandex. While our full analysis covers the extensive market, 6 providers consistently outperformed the rest in our speed and data richness tests.
Best ScrapeBox Alternatives in 2026
ScrapeBox is a widely used tool among SEO specialists, offering a variety of features and add-ons. However, the tool faces issues related to slow and poor performance, particularly with its SERP scraper. Check out our benchmark analysis of the top scraper APIs to compare speed and data depth side-by-side.
Top Web Scraping Techniques in 2026 (No-Code & AI)
Web scraping is not the only method for collecting data from websites. Various other methods (e.g., LLMs) are available, and each technique has trade-offs.