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.
Playwright vs Selenium: Pros, Cons & When to Use Each
Playwright is a newer tool designed to support modern web applications. Selenium, a long-standing open-source project, supports a broad range of browsers, languages, and testing needs. Explore the key differences between Playwright and Selenium, and when to choose each for automating the testing of web applications: Playwright vs Selenium: Which tool should you choose? 1.
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.
Best Python Web Scraping Libraries
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.
Top 10 Email Scraping Tools of 2026
Email scrapers are increasingly packaging email discovery with AI-assisted prospecting, verification, enrichment, and buying signals, while some platforms are introducing native alternatives that reduce reliance on third-party scraping tools. Many modern products combine email extraction with validation, CRM sync, enrichment, and AI-assisted prospect research rather than offering data extraction alone.
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.
Top 5 Octoparse Alternatives & Competitors
As a non-technical user, I kick-started AIMultiple’s data collection efforts with Octoparse. However, our requirements expanded over time, and we moved to more scalable services, listed below: Octoparse alternatives pricing comparison Octoparse is a no-code web scraping tool with a visual, point-and-click interface that simplifies the web scraping process.
2026 Web Crawler Guide: From Indexing to Agentic Intelligence
Have you ever wondered how search engines such as Google and Bing collect all the data they present in their search results? Search engines index all the pages in their archives so they can return the most relevant results for queries. Web crawlers enable search engines to handle this process.
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.
15+ Best Open Source Web Crawlers for LLM & AI
Recent advancements in Generative AI are moving modern crawlers beyond raw HTML. Agentic web crawlers now use natural-language prompts to select links, rather than relying on fixed rules. These tools produce token-efficient markdown, making them essential for high-performance RAG pipelines.