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.
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.
Tested the Top 6 Llm Scrapers in 2026
We ran a benchmark to compare how top LLM scraper providers like Bright Data, Oxylabs, and Apify perform with models such as ChatGPT, Gemini, Perplexity, and Google AI Mode. To ensure reliable results, we ran 1,000 tests per provider with each prompt repeated 10 times for consistency. The top-performing provider is detailed below.
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.
5 Best Google Maps Scraper APIs in 2026: Tested & Ranked
To find the best Google Maps scraper, we benchmarked the top providers, Apify, Oxylabs, Octoparse, and SerpApi by running 100 searches for each. We tested 10 categories and analyzed 4,000 business listings. We also verified phone numbers and reviews to ensure the data is actually useful for your lead generation.
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.
How to Bypass CAPTCHA in 2026 (reCAPTCHA & hCaptcha)
To prevent circumvention, CAPTCHA systems evolve. By early 2026, the focus has shifted from simple image recognition to behavioral biometrics and identity correlation. Web scrapers must adopt agentic workflows to stay effective in this changing environment.