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Top 10 Best Data Extraction Software of 2026

Discover top data extraction tools to streamline workflows. Compare features, find the best software for your needs today.

Alexander Schmidt

Alexander Schmidt

Feb 11, 2026

10 tools comparedExpert reviewed
Independent evaluation · Unbiased commentary · Updated regularly
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In modern business, extracting accurate, structured data from websites, dynamic content, and multiple sources is foundational for informed decision-making and operational efficiency. With a wide range of tools—from no-code visual scrapers to enterprise-grade platforms—choosing the right solution depends on balancing functionality, usability, and value. Below, we’ve curated the top 10 tools, spanning these categories, to address varied needs and deliver actionable insights.

Quick Overview

  1. 1#1: Octoparse - No-code visual web scraping tool that extracts data from websites, handles JavaScript, and exports to multiple formats.
  2. 2#2: ParseHub - Free visual web scraper for extracting data from dynamic websites including infinite scroll and AJAX content.
  3. 3#3: Apify - Platform for building, deploying, and scaling web scrapers as reusable actors with cloud execution.
  4. 4#4: Bright Data - Enterprise-grade web data platform offering scraping tools, residential proxies, and large-scale extraction.
  5. 5#5: Zyte - Intelligent web scraping service with AI-powered extraction, proxy rotation, and compliance features.
  6. 6#6: Import.io - Web data extraction platform that converts unstructured web data into structured APIs and spreadsheets.
  7. 7#7: WebScraper.io - Browser extension and cloud-based tool for point-and-click web data extraction and sitemaps.
  8. 8#8: Mozenda - Enterprise web scraping solution for building scalable agents to collect data from complex sites.
  9. 9#9: Dexi.io - Cloud robotics platform for automating data extraction from websites, PDFs, and APIs.
  10. 10#10: Diffbot - AI-driven knowledge graph extraction tool that automatically structures data from any webpage.

Tools were selected based on key metrics: robust handling of dynamic content (including JavaScript and infinite scroll), compatibility with diverse formats, usability for technical and non-technical users, and overall value, ensuring a balanced mix of power and accessibility.

Comparison Table

In the modern data ecosystem, choosing the right data extraction software is essential for efficiency and accuracy. This comparison table examines tools like Octoparse, ParseHub, Apify, Bright Data, and Zyte, outlining key features, strengths, and practical use cases. Readers will gain clarity to select the best fit for their specific data collection needs.

1Octoparse logo9.4/10

No-code visual web scraping tool that extracts data from websites, handles JavaScript, and exports to multiple formats.

Features
9.6/10
Ease
9.3/10
Value
9.1/10
2ParseHub logo8.7/10

Free visual web scraper for extracting data from dynamic websites including infinite scroll and AJAX content.

Features
9.2/10
Ease
9.0/10
Value
8.0/10
3Apify logo9.2/10

Platform for building, deploying, and scaling web scrapers as reusable actors with cloud execution.

Features
9.5/10
Ease
8.4/10
Value
9.0/10

Enterprise-grade web data platform offering scraping tools, residential proxies, and large-scale extraction.

Features
9.6/10
Ease
7.8/10
Value
8.2/10
5Zyte logo8.6/10

Intelligent web scraping service with AI-powered extraction, proxy rotation, and compliance features.

Features
9.1/10
Ease
7.9/10
Value
8.2/10
6Import.io logo8.1/10

Web data extraction platform that converts unstructured web data into structured APIs and spreadsheets.

Features
8.4/10
Ease
9.2/10
Value
7.3/10

Browser extension and cloud-based tool for point-and-click web data extraction and sitemaps.

Features
7.7/10
Ease
9.3/10
Value
8.4/10
8Mozenda logo8.3/10

Enterprise web scraping solution for building scalable agents to collect data from complex sites.

Features
8.7/10
Ease
9.1/10
Value
7.6/10
9Dexi.io logo8.4/10

Cloud robotics platform for automating data extraction from websites, PDFs, and APIs.

Features
9.1/10
Ease
7.8/10
Value
7.6/10
10Diffbot logo8.2/10

AI-driven knowledge graph extraction tool that automatically structures data from any webpage.

Features
9.1/10
Ease
8.0/10
Value
7.6/10
1
Octoparse logo

Octoparse

specialized

No-code visual web scraping tool that extracts data from websites, handles JavaScript, and exports to multiple formats.

Overall Rating9.4/10
Features
9.6/10
Ease of Use
9.3/10
Value
9.1/10
Standout Feature

AI-powered Auto-Detect that intelligently identifies and extracts data patterns from any webpage with minimal setup.

Octoparse is a powerful no-code web scraping tool designed to extract data from websites effortlessly using a visual point-and-click interface. It supports complex scraping tasks, including dynamic sites with AJAX, infinite scrolling, and login-protected pages, with features like cloud execution, scheduling, and data export to formats like CSV, Excel, and JSON. Ideal for businesses, researchers, and marketers, it offers pre-built templates for popular sites and AI-powered auto-detection to streamline the scraping process.

Pros

  • Intuitive no-code visual builder for rapid task creation
  • Robust cloud scraping with IP rotation and scheduling
  • Extensive templates and integrations for quick starts

Cons

  • Free plan has task and export limitations
  • Advanced features require higher-tier plans
  • Occasional tweaks needed for highly dynamic sites

Best For

Non-technical users and businesses seeking scalable web data extraction without programming knowledge.

Pricing

Free plan available; paid plans start at $89/month (Standard), $209/month (Professional), with custom Enterprise options and 14-day trials.

Visit Octoparseoctoparse.com
2
ParseHub logo

ParseHub

specialized

Free visual web scraper for extracting data from dynamic websites including infinite scroll and AJAX content.

Overall Rating8.7/10
Features
9.2/10
Ease of Use
9.0/10
Value
8.0/10
Standout Feature

Visual point-and-click scraper that renders and interacts with JavaScript pages like a browser

ParseHub is a no-code web scraping platform that allows users to extract data from websites using a visual point-and-click interface, without requiring programming knowledge. It excels at handling dynamic content, JavaScript-heavy sites, infinite scrolling, and AJAX requests by rendering pages like a real browser. Users can build, schedule, and run scrapes in the cloud, with data export options including CSV, JSON, Excel, and integrations like Google Sheets or Zapier.

Pros

  • Intuitive visual interface for non-coders
  • Robust handling of JavaScript and dynamic sites
  • Cloud-based scheduling and reliable exports

Cons

  • Limited free plan (200 pages/month)
  • High costs for high-volume scraping
  • Struggles with advanced anti-bot measures

Best For

Non-technical users and small teams extracting data from complex, dynamic websites regularly.

Pricing

Free (200 pages/month); Starter $149/month (10k pages); Professional $499/month (40k pages); Enterprise custom.

Visit ParseHubparsehub.com
3
Apify logo

Apify

specialized

Platform for building, deploying, and scaling web scrapers as reusable actors with cloud execution.

Overall Rating9.2/10
Features
9.5/10
Ease of Use
8.4/10
Value
9.0/10
Standout Feature

The Actor Marketplace with thousands of pre-built, community-vetted scrapers for instant data extraction.

Apify is a full-stack cloud platform for web scraping, browser automation, and data extraction, allowing users to build, deploy, and scale custom 'Actors'—modular scrapers and bots—without managing infrastructure. It features a vast marketplace of over 5,000 pre-built Actors for extracting data from popular sites like Google, Instagram, and Amazon. The platform handles proxies, headless browsers, and anti-bot measures to ensure reliable large-scale data collection.

Pros

  • Extensive marketplace of ready-to-use scrapers for quick deployment
  • Serverless scaling with automatic proxy rotation and anti-detection
  • Strong integrations with storage, APIs, and tools like Zapier

Cons

  • Steep learning curve for building custom Actors from scratch
  • Costs can escalate with high-volume proxy or compute usage
  • Reliance on community-maintained Actors may lead to occasional unreliability

Best For

Developers and teams requiring scalable, infrastructure-free web scraping for competitive intelligence or lead generation.

Pricing

Free tier with limits; pay-per-use from $0.25-$0.50 per compute hour + proxy costs; subscriptions from $49/mo (Personal) to $499/mo (Team).

Visit Apifyapify.com
4
Bright Data logo

Bright Data

enterprise

Enterprise-grade web data platform offering scraping tools, residential proxies, and large-scale extraction.

Overall Rating8.9/10
Features
9.6/10
Ease of Use
7.8/10
Value
8.2/10
Standout Feature

The largest residential proxy network with 72+ million IPs for evading blocks and extracting data globally at scale

Bright Data is a leading web data platform specializing in scalable data extraction through proxies, scraping APIs, and no-code tools. It provides access to the world's largest residential proxy network, Web Unlocker for bypassing anti-bot systems, and a Data Collector IDE for building scrapers without coding. Businesses use it to gather structured data from websites at enterprise volumes while maintaining high success rates and compliance.

Pros

  • Massive proxy network exceeding 72 million residential IPs for unmatched scale
  • Advanced anti-detection tools like Web Unlocker ensuring 99%+ success rates
  • Flexible options including no-code IDE, APIs, and datasets marketplace

Cons

  • High costs with pay-per-use model that scales expensively
  • Steep learning curve for custom integrations despite no-code features
  • Enterprise-focused, less ideal for small-scale or beginner users

Best For

Large enterprises and data-intensive teams needing reliable, high-volume web scraping with global proxy coverage.

Pricing

Usage-based starting at $8.40/GB for residential proxies, $0.001/record for scraping APIs; custom enterprise plans from $500/month.

Visit Bright Databrightdata.com
5
Zyte logo

Zyte

enterprise

Intelligent web scraping service with AI-powered extraction, proxy rotation, and compliance features.

Overall Rating8.6/10
Features
9.1/10
Ease of Use
7.9/10
Value
8.2/10
Standout Feature

Zyte API's automatic handling of JavaScript rendering, proxies, CAPTCHAs, and retries in a single endpoint

Zyte is a full-stack web scraping and data extraction platform designed for extracting structured data from websites at scale, offering tools like Zyte API for automated crawling and rendering. It includes AutoExtract for AI-powered, no-code data extraction and Smart Proxy for bypassing anti-bot measures. The platform integrates seamlessly with Scrapy and supports high-volume, reliable data pipelines for businesses.

Pros

  • Robust proxy rotation and anti-bot evasion capabilities
  • AI-driven AutoExtract for no-code extraction
  • Scalable infrastructure with Scrapy Cloud integration

Cons

  • Pricing can be steep for small-scale users
  • Steep learning curve for custom Scrapy deployments
  • Limited free tier restricts initial testing

Best For

Mid-to-large enterprises needing reliable, high-volume web data extraction with advanced anti-detection features.

Pricing

Pay-as-you-go plans starting at $25/month for 10K requests; scales to custom enterprise pricing.

Visit Zytezyte.com
6
Import.io logo

Import.io

specialized

Web data extraction platform that converts unstructured web data into structured APIs and spreadsheets.

Overall Rating8.1/10
Features
8.4/10
Ease of Use
9.2/10
Value
7.3/10
Standout Feature

Trainable Extractors that use AI to automatically detect and adapt to data patterns on websites

Import.io is a no-code web data extraction platform that allows users to scrape structured data from websites using an intuitive point-and-click interface, handling both static and JavaScript-rendered pages. It supports exporting data to CSV, JSON, Excel, and more, with options for scheduling recurring extractions and API access for integrations. The tool excels in turning web pages into datasets quickly, making it suitable for market research, lead generation, and competitive analysis.

Pros

  • Intuitive visual selector for easy data pointing without coding
  • Handles dynamic JavaScript sites and provides reliable extractions
  • API and scheduling features for automation and integrations

Cons

  • Premium pricing can be steep for high-volume or enterprise use
  • Limited free tier with row and page restrictions
  • May require retraining extractors when websites update layouts

Best For

Non-technical teams or small businesses needing quick, structured web data extraction without developers.

Pricing

Free tier (limited to 10k rows/month); Pro plans start at $299/month; Enterprise custom pricing.

7
WebScraper.io logo

WebScraper.io

specialized

Browser extension and cloud-based tool for point-and-click web data extraction and sitemaps.

Overall Rating8.1/10
Features
7.7/10
Ease of Use
9.3/10
Value
8.4/10
Standout Feature

Visual sitemap builder directly in the browser extension

WebScraper.io is a no-code web scraping tool featuring a browser extension for Chrome and Firefox that enables users to visually select elements and build sitemaps for data extraction. It handles dynamic content, pagination, infinite scrolling, and exports data to CSV, JSON, or XLSX formats. The platform also provides cloud-based scraping for automated, scalable jobs with scheduling capabilities.

Pros

  • Intuitive point-and-click interface for non-coders
  • Generous free tier with unlimited local scraping
  • Strong support for JavaScript-heavy sites and pagination

Cons

  • Limited advanced features like proxy rotation or CAPTCHA solving
  • Cloud scalability requires paid plans with credit-based limits
  • Slower for very large-scale or highly complex extractions compared to code-based tools

Best For

Non-technical users, marketers, and small teams scraping e-commerce listings, directories, or research data without needing programming skills.

Pricing

Free browser extension for local scraping; cloud plans start at $49/month (10k page credits) up to $299/month (Enterprise with unlimited credits).

Visit WebScraper.iowebscraper.io
8
Mozenda logo

Mozenda

enterprise

Enterprise web scraping solution for building scalable agents to collect data from complex sites.

Overall Rating8.3/10
Features
8.7/10
Ease of Use
9.1/10
Value
7.6/10
Standout Feature

The visual Web Console for point-and-click scraper building with real-time previews and instant data validation

Mozenda is a cloud-based web scraping platform that allows users to extract data from websites using an intuitive visual interface without coding. It supports capturing structured and unstructured data from dynamic sites, including JavaScript-heavy pages, with features for scheduling, monitoring, and data transformation. The tool exports data in formats like CSV, JSON, and Excel, making it suitable for ongoing data collection needs.

Pros

  • No-code visual scraper builder simplifies complex extractions
  • Robust handling of dynamic content and anti-bot measures
  • Reliable scheduling, monitoring, and scalable cloud processing

Cons

  • Pricing can be steep for small-scale or infrequent users
  • Advanced customizations may require support assistance
  • Limited free tier restricts initial testing

Best For

Mid-sized businesses and teams needing scalable, automated web data extraction for competitive intelligence or lead generation without developer resources.

Pricing

Subscription plans start at $299/month for standard access, with pay-as-you-go credits and custom enterprise pricing available.

Visit Mozendamozenda.com
9
Dexi.io logo

Dexi.io

specialized

Cloud robotics platform for automating data extraction from websites, PDFs, and APIs.

Overall Rating8.4/10
Features
9.1/10
Ease of Use
7.8/10
Value
7.6/10
Standout Feature

Visual Robot Builder enabling point-and-click extraction of data from interactive web elements

Dexi.io is a cloud-based web scraping and data extraction platform that allows users to build visual 'robots' for automating data collection from websites without coding. It excels at handling dynamic content, JavaScript-heavy sites, logins, and complex interactions like infinite scrolling. The service provides scheduling, API integrations, data export in formats like JSON/CSV, and scalable cloud execution for enterprise needs.

Pros

  • Powerful no-code visual robot builder for complex scraping tasks
  • Robust handling of dynamic and JavaScript-driven websites
  • Scalable cloud infrastructure with scheduling and API access

Cons

  • Pricing scales quickly with page extraction limits
  • Learning curve for advanced robot configurations
  • Limited free tier and trial constraints

Best For

Mid-sized businesses and agencies needing reliable, automated web data extraction at scale without developers.

Pricing

Starts at €99/month (Basic: 10k pages/year), €299/month (Pro: 100k pages), custom Enterprise; 14-day free trial.

10
Diffbot logo

Diffbot

general_ai

AI-driven knowledge graph extraction tool that automatically structures data from any webpage.

Overall Rating8.2/10
Features
9.1/10
Ease of Use
8.0/10
Value
7.6/10
Standout Feature

Proprietary computer vision technology that understands webpage layouts like a human, enabling automatic data extraction without predefined rules or training data

Diffbot is an AI-powered web data extraction platform that uses computer vision and machine learning to automatically parse and structure unstructured web content into JSON format, identifying elements like articles, products, discussions, and images. It provides APIs for extracting data from any webpage without the need for custom scraping rules or brittle selectors. The platform also offers a knowledge graph for entity resolution and visualization tools for data exploration.

Pros

  • Exceptional accuracy in extracting structured data from complex, JavaScript-heavy sites
  • Broad API coverage for articles, products, e-commerce, and custom extractions
  • Scalable with high throughput and built-in proxy rotation for large-scale crawling

Cons

  • Pricing based on credit usage can become expensive for high-volume needs
  • Requires API integration knowledge, less ideal for non-developers
  • Occasional inaccuracies on highly customized or non-standard web layouts

Best For

Developers and enterprises requiring automated, template-free web scraping at scale for market research, competitive intelligence, or content aggregation.

Pricing

Free tier with 10,000 credits/month; paid plans start at $299/month for 100,000 credits, scaling to custom enterprise pricing.

Visit Diffbotdiffbot.com

Conclusion

The top data extraction tools offer a range of strengths, with Octoparse emerging as the clear winner, thanks to its user-friendly visual interface, robust JavaScript handling, and flexible export options. ParseHub stands out as a strong alternative, particularly for those seeking a free, dynamic scraping solution like infinite scroll. Apify excels for building and scaling reusable scrapers, making it ideal for technical users. Together, they showcase the diversity of tools available to extract valuable web data.

Octoparse logo
Our Top Pick
Octoparse

To start unlocking actionable insights, Octoparse—our top-ranked tool—offers an intuitive path, whether you're new to scraping or scaling complex projects. Explore its no-code capabilities today to transform web data into something meaningful.