Top 10 Best Data Scraping Software of 2026

Scrapy is an open-source Python framework for web scraping and crawling, designed to extract structured data from websites at scale. It allows developers to build customizable 'spiders' that handle HTTP requests, parse responses with XPath/CSS selectors, follow links, and process data via pipelines. Key strengths include asynchronous processing for high performance, built-in deduplication, retries, and exports to JSON, CSV, XML, and more.

Octoparse is a no-code web scraping platform that enables users to extract data from websites using an intuitive visual interface, supporting complex tasks like handling JavaScript, infinite scrolling, and AJAX without programming. It offers local and cloud-based extraction, scheduling, IP rotation, and exports to formats like Excel, CSV, JSON, and databases. With pre-built templates for popular sites and AI-assisted task creation, it's designed for scalable, automated data collection.

Apify is a full-stack web scraping and automation platform that enables users to build, deploy, and scale data extraction tasks using pre-built 'Actors' or custom code in JavaScript, Python, or other languages. It provides serverless execution, automatic proxy rotation, headless browser support, and integrations with storage solutions like datasets and key-value stores. Ideal for extracting structured data from websites at scale, it includes a marketplace with thousands of community-contributed scrapers for quick deployment.

Bright Data is a leading web data collection platform providing enterprise-grade proxy networks, scraping tools, and pre-collected datasets for large-scale data extraction. It excels in bypassing anti-bot measures through its massive residential, mobile, and datacenter proxies, enabling reliable scraping from challenging websites. The platform includes specialized tools like Web Unlocker and Scraping Browser for automated, undetectable data collection.

ParseHub is a no-code web scraping tool that enables users to extract data from websites using an intuitive point-and-click interface, without writing any code. It specializes in handling dynamic content like JavaScript-rendered pages, infinite scroll, AJAX requests, and even sites requiring logins or CAPTCHAs through its training features. Users can schedule automated scrapes, monitor progress via a dashboard, and export data to formats like CSV, JSON, or connect to APIs and cloud storage.

Selenium is an open-source automation framework that controls web browsers programmatically, enabling realistic interactions like clicking, scrolling, and form submissions for web scraping. It excels at handling dynamic, JavaScript-heavy websites by fully rendering pages in browsers such as Chrome, Firefox, and Edge before extracting data. Supporting multiple languages including Python, Java, and C#, it bridges testing and scraping use cases effectively.

Puppeteer is a Node.js library developed by Google that provides a high-level API to control headless Chrome or Chromium browsers via the DevTools Protocol. It enables developers to automate browser tasks like navigating pages, clicking elements, filling forms, and extracting data from dynamically rendered JavaScript content. Ideal for web scraping, it handles complex interactions and renders pages exactly as a real browser would, making it superior for single-page applications (SPAs).

WebScraper.io is a no-code web scraping tool featuring a Chrome browser extension that enables users to visually select page elements and build sitemaps for data extraction without programming. It supports scraping from single pages or entire sites, with exports to CSV, JSON, or Excel formats. The platform also offers a cloud service for scheduling scrapes, handling larger volumes, and bypassing IP blocks. It's particularly suited for straightforward data collection tasks from static or semi-dynamic websites.

ScrapingBee is a robust web scraping API that simplifies data extraction by handling proxies, JavaScript rendering, and anti-bot bypasses automatically. It supports both static and dynamic websites, allowing users to send simple HTTP requests and receive clean HTML or JSON data. Ideal for developers seeking scalable scraping without infrastructure management, it offers features like geolocation targeting and screenshot capabilities.

Zyte is a robust web scraping platform centered around the open-source Scrapy framework, providing cloud hosting, intelligent proxy rotation, and AI-powered extraction tools for large-scale data collection. It enables developers to build, deploy, and scale spiders while bypassing anti-bot measures like CAPTCHAs and IP blocks. Additional features include AutoExtract for no-code parsing and Smart Proxy for residential IPs, making it suitable for enterprise-level scraping.