Scraping Tools
Web scraping tools enable the automated extraction of structured data from websites. We benchmarked the most popular tools across performance, scalability, and ease of use to help users choose the right solution for their needs.
Best Python Web Scraping Libraries: Selenium vs Beautiful Soup
Based on my over a decade of software development experience, including my role as CTO at AIMultiple, where I led data collection from ~80,000 web domains, I have selected the top Python web scraping libraries.
Playwright vs Puppeteer in 2026: Scraping & Automation
Playwright and Puppeteer are the most powerful open-source tools for controlling headless browsers. The main difference between these tools lies in cross-browser support and feature richness. Playwright supports multiple browser engines, whereas Puppeteer is primarily focused on Chromium-based browsers and offers a more straightforward experience.
Octoparse vs ParseHub: Pros, Cons and Features Compared
Octoparse and ParseHub are no code web scraping tools that enable users to extract web data without knowledge of HTML structures and elements. However, each has limitations when scraping data. To evaluate Octoparse and ParseHub, we scraped a particular product on Amazon.
Top 6 Octoparse Alternatives & Competitors in 2026
Octoparse is an easy-to-use platform to get started with web scraping. As a non-technical user, I kick-started AIMultiple’s data collection efforts with Octoparse.
What Is a Headless Browser and Why Should You Use One?
Headless browsers support modern web features, including ES6, CSS, and HTML, for end-to-end testing, smoke testing, and UI testing. To fully leverage a headless browser, it must be combined with developer tools and browser automation libraries, such as Puppeteer.
Playwright vs Selenium: Pros, Cons, and Use Cases Compared
Playwright and Selenium are both powerful frameworks for web test automation. Playwright is a newer, open-source tool developed by Microsoft, designed to support modern web applications with speed and reliability. Selenium, a long-standing open-source project, supports a broad range of browsers, languages, and testing needs.
Web Crawler: What It Is, How It Works & Applications ['26]
Have you ever wondered how search engines such as Google and Bing collect all the data they present in their search results? It is because search engines index all the pages in their archives so that they can return the most relevant results based on queries. Web crawlers enable search engines to handle this process.