20 Most Effective Tools for Web Scraping to Try in 2025

If you’ve ever found yourself staring at a mountain of web data, wondering how on earth you’ll ever wrangle it into a spreadsheet (without losing your mind or your weekend), you’re not alone. I’ve been there—coffee in hand, tabs multiplying like rabbits, and the sinking realization that copy-paste just isn’t going to cut it. In 2025, web scraping isn’t just a “nice-to-have” for business intelligence, sales, and operations teams—it’s the backbone of data-driven decision-making. But with so many web scraping tools out there (from AI web scrapers to classic Python libraries), picking the right one can feel like trying to choose a favorite ice cream flavor at a shop with 100 options.

So, let’s cut through the noise. I’m Shuai Guan, co-founder & CEO of , and I’ve spent years in SaaS, automation, and AI—building tools, breaking tools, and, yes, occasionally breaking the internet (in a good way). This guide is my honest, hands-on breakdown of the 20 best tools for web scraping in 2025. Whether you’re a business user who wants data in two clicks, a developer who loves to tinker, or somewhere in between, I’ll help you find the right fit—complete with a side of real-world advice, a dash of humor, and a comparison table that won’t make your eyes glaze over.

Quick Comparison Table: The Best Tools for Web Scraping in 2025

Before we dive into the nitty-gritty, here’s a bird’s-eye view of the top 20 web scraping tools, grouped by category. Use this table to quickly compare features, pricing, best-fit scenarios, and user ratings. (Spoiler: If you’re looking for the easiest AI web scraper, Thunderbit is right at the top.)

How to use this table:

• AI Web Scraper tools are perfect for non-technical users and teams who want automation and adaptability.
• No/Low Code tools offer visual interfaces for business users who want more control without coding.
• API Tools are best for teams with some technical chops who need to integrate scraping into workflows.
• Python Libraries are for developers who want full flexibility and control.

Note: User ratings are approximate and may change over time. For the latest, check G2, Capterra, Trustpilot, or the Chrome Web Store.

How to Choose the Best Tools for Web Scraping

Let’s be honest: picking a web scraping tool is a bit like online dating. You want something reliable, easy to get along with, and—ideally—not prone to ghosting you when you need it most. Here are the main criteria I use (and recommend) when matching a tool to a business need:

1. Ease of Use

• AI web scrapers (like Thunderbit or Browse AI) are designed for non-technical users. If you want to go from “I need this data” to “here’s my spreadsheet” in under five minutes, start here.
• No/Low code tools offer more control but may require a little learning. Great for business users who want to tinker but don’t want to code.

2. Data Extraction Capabilities

• Need to scrape dynamic, JavaScript-heavy sites? Look for tools with browser automation (Selenium, Playwright, ScrapingBee).
• Want to extract data from lists, tables, or subpages? AI tools and visual scrapers often handle this well.

3. Automation & Scheduling

• If you need data updates daily or weekly, pick a tool with built-in scheduling (Thunderbit, Octoparse, Apify).
• For one-off jobs, a simple browser extension or script might suffice.

4. Scalability

• Scraping hundreds of pages? Most tools can handle it.
• Scraping millions of pages? You’ll want API-based tools or Python frameworks that can scale (ScraperAPI, Bright Data, Scrapy).

5. Integration Options

• Need to send data straight to Google Sheets, Airtable, or a database? Look for built-in integrations (Thunderbit, Simplescraper, Apify).
• Developers may prefer APIs or libraries for custom workflows.

6. Support & Community

• New to scraping? Tools with strong support and active communities (Octoparse, Apify, Thunderbit) are a lifesaver.
• For advanced troubleshooting, open-source libraries like Scrapy and Selenium have huge developer communities.

Pro tip:

If you’re a business user focused on lead generation, price monitoring, or competitor analysis, start with an AI or no-code tool. If you’re a developer or have a technical team, API tools and Python libraries offer more power and flexibility.

AI Web Scraper Tools: The Future of Data Scraping

Let’s talk about the new kids on the block: AI web scrapers. These tools are changing the game for business users—no more wrestling with CSS selectors or praying your scraper doesn’t break when a website changes its layout. AI web scrapers use machine learning and computer vision to “see” web pages like a human, automatically extracting structured data with minimal setup.

Why does this matter? Because in 2025, over 65% of organizations are leveraging web scraping to fuel AI/ML models and business intelligence (). AI scrapers are especially valuable for non-technical teams—they’re fast, adaptable, and require almost zero maintenance.

1. Thunderbit: The Easiest AI Web Scraper for Business

Let’s start with my personal favorite (and yes, I’m biased, but for good reason): .

**What Makes Thunderbit Stand Out?

• AI Suggest Fields: Click “AI Suggest Fields” and Thunderbit reads the website, suggesting the best columns and data types for you.
• Subpage Scraping: Need more than what’s on the list page? Thunderbit’s AI can visit each subpage (like product details) and enrich your table automatically.
• Instant Templates: For popular sites (Amazon, Zillow, Instagram, Shopify, etc.), you can use ready-made templates—no need to set up fields manually.
• Free Data Export: Export to Excel, Google Sheets, Airtable, Notion, CSV, or JSON—no paywall, no nonsense.
• Scheduled Scraping: Describe your schedule in plain English; Thunderbit’s AI handles the rest. Perfect for price monitoring or stock updates.
• Browser/Cloud Options: Scrape with your browser for logged-in sites, or use cloud scraping for speed (up to 50 pages at once).
• AI Autofill: Use AI to fill out forms and automate workflows—completely free.
• Email, Phone, and Image Extractors: Extract contact info or images from any site in a click.

Who Is Thunderbit For?

• Sales teams scraping leads (emails, phone numbers, names)
• Ecommerce teams monitoring competitor SKUs and prices
• Real estate agents tracking property listings and prices
• Anyone who wants web data in 2 clicks, not 200

Pricing

• Free tier: Scrape 6 pages (unlimited rows per page)
• Starter: $15/month (500 credits)
• Pro: $38–$249/month (3,000–20,000 credits)

User Feedback

• Chrome Store: ★4.9 (and counting)
• Users rave about the “2-click setup” and “no coding required.”
• has more real-world examples.

Why I Love It

Honestly, I built Thunderbit for people like me—folks who want to spend more time analyzing data and less time fighting with tools. The AI agent adapts to site changes, so you don’t have to babysit your scrapers. And the subpage scraping? That’s my secret weapon for getting rich, structured data without the headache.

2. Browse AI

Browse AI is another AI-powered, no-code web scraper that’s made a big splash with business users. It uses a visual “robot recorder” that lets you train a bot by clicking on the data you want. The AI groups similar items (like all product names or prices) and can handle pagination and scheduled runs in the cloud.

Key Features

• Visual point-and-click training
• Pre-built robots for common scraping tasks
• AI pattern detection for lists and tables
• Integrations with Google Sheets, Zapier, Slack, and more

Pricing

• Free tier available
• Paid plans start at $19/month

Best For

• Non-technical users who want to scrape data fast
• Marketers, sales ops, small business owners

Pros

• Extremely user-friendly
• No coding or setup required
• Automation and integrations built-in

Cons

• Limited customization for complex workflows
• Can be slow on large jobs
• Not ideal for sites with heavy anti-bot measures

User Ratings

• G2: ★4.8
• Capterra: ★4.5
• Chrome Store: ★4.7

Browse AI is a great choice if you want to go from “I need this data” to “here’s my spreadsheet” in under five minutes.

3. Bardeen AI

Bardeen AI takes web scraping a step further by integrating it into broader workflow automation. It’s a browser extension that lets you automate repetitive web tasks, scrape data, and send it directly into business apps like Google Sheets, Notion, or Airtable.

Key Features

• Automation workflows for scraping and beyond
• Integrates with dozens of business apps
• Can trigger actions based on scraped data

Pricing

• Free plan available
• Paid plans from $10/month

Best For

• Teams looking to automate repetitive web tasks and data extraction

Pros

• Powerful for automating multi-step workflows
• Deep integrations with business tools

Cons

• Limited for highly complex scraping scenarios
• Some learning curve for workflow setup

User Ratings

• G2: ★4.7
• Chrome Store: ★4.8

If you want scraping to be just one part of a bigger automation puzzle, Bardeen AI is worth a look.

4. Diffbot

Diffbot is the enterprise heavyweight of AI web scraping. It uses computer vision and machine learning to extract structured data from virtually any web page, and it powers a massive knowledge graph used by Fortune 500s.

Key Features

• Computer vision extraction (reads pages like a human)
• APIs for articles, products, images, and more
• Handles JavaScript-heavy and dynamic sites
• Knowledge graph for entity linking

Pricing

• Starts at $299/month (250,000 credits)
• Free trial available

Best For

• Enterprises, large-scale data projects, machine learning teams

Pros

• No-code, robust to layout changes
• Handles dynamic content and JS
• Scalable and reliable

Cons

• High cost (not for small projects)
• Black-box AI (limited manual tweaking)

User Ratings

• G2: ★4.9
• Capterra: ★4.5

If you’re running a mission-critical, high-volume data pipeline, Diffbot is the gold standard.

5. Instant Data Scraper

Instant Data Scraper is a simple, browser-based scraping tool by WebRobots.io, designed for non-coders to extract data quickly using a Chrome extension. It’s best for casual users and quick tasks like scraping tables, listings, and directories.

Key Features

• No-code, auto-detects data tables
• Chrome extension for point-and-click scraping
• Instant CSV/Excel export

Pricing

• Completely free

Best For

• Non-technical users, casual scraping, quick lead lists or tables

Pros

• Fast setup, very easy to use
• No login or signup needed
• Great for structured pages like tables and listings

Cons

• No automation, no cloud scraping
• Limited support for complex or JavaScript-heavy pages

User Ratings

• Chrome Web Store: ★4.8 (10,000+ reviews)

Instant Data Scraper is ideal for quick, lightweight scraping needs — especially when you just want to grab a table and move on.

No/Low Code Web Scraping Tools: Data Extraction Without Coding

Not everyone wants to code (or has the time). No/low code tools are perfect for business users who want more control than AI-only tools but still want to avoid programming. These platforms offer visual interfaces, scheduling, and cloud options.

6. Octoparse

Octoparse is one of the most popular visual web scraping tools, known for its point-and-click interface and ability to handle complex sites (logins, pagination, infinite scroll).

Key Features

• Visual builder with wizard and advanced modes
• Cloud-based scraping and scheduling
• Handles logins, forms, and dynamic content

Pricing

• Free tier (10 tasks)
• Paid from $119/month

Best For

• Non-technical users, large datasets, e-commerce, real estate

Pros

• Very user-friendly
• Handles complex scenarios
• Free plan for learning

Cons

• Advanced features require some learning
• Trustpilot rating is lower (support issues)

User Ratings

• G2: ★4.8
• Capterra: ★4.7
• Trustpilot: ★2.7

If you want a visual, guided experience, Octoparse is a top pick.

7. Parsehub

Parsehub is a flexible, low-code web scraper with a desktop app and cloud execution. It’s favored by analysts and journalists for its power and flexibility.

Key Features

• Visual editor with scripting logic
• Desktop and cloud options
• IP rotation, pagination, nested navigation

Pricing

• Free tier (200 pages/run)
• Paid from $189/month

Best For

• Analysts, journalists, tech-savvy users

Pros

• Powerful and flexible
• Cross-platform desktop app
• Free tier for small projects

Cons

• Desktop-run jobs require your machine
• Support can be sales-focused

User Ratings

• G2: ★4.3
• Capterra: ★4.5

Great for those who want more control without full coding.

8. Webscraper.io

Webscraper.io started as a free Chrome extension and now offers cloud scraping. It’s a favorite for beginners and hobbyists.

Key Features

• Chrome extension for local scraping
• Cloud plans for scheduling and scale
• Sitemap-based navigation

Pricing

• Free extension
• Cloud from $50/month

Best For

• Hobbyists, researchers, small businesses

Pros

• Free for local scraping
• Affordable cloud plans

Cons

• Chrome-only
• Limited for advanced tasks

User Ratings

• G2: ★4.7
• Capterra: ★4.4
• Trustpilot: ★4.4

Perfect for quick, one-off scrapes or learning the ropes.

9. Data Miner

Data Miner is a browser extension with a template-driven approach, ideal for small, quick scraping jobs.

Key Features

• Browser extension (Chrome)
• Pre-built templates for common sites
• Easy export to CSV, Excel

Pricing

• Free tier
• Paid from $19/month

Best For

• Quick, small scrapes, non-technical users

Pros

• Templates make setup fast
• Easy export options

Cons

• Limited for complex or large-scale tasks

User Ratings

• Chrome Store: ★4.4

A solid pick for small, template-based scraping jobs.

API-Based Web Scraping Tools: For Scalable, Automated Data Extraction

API-based tools are the backbone for teams with technical resources who want to automate and scale data extraction. These services handle proxies, browser rendering, and anti-bot measures behind the scenes.

10. Apify

Apify is an all-in-one automation platform with a marketplace of ready-made “actors” (scrapers) and APIs for custom scripts.

Key Features

• Actor marketplace (pre-built scrapers)
• Custom scripts in Node.js/Python
• Scheduling, storage, API access

Pricing

• Free tier
• Paid from $49/month

Best For

• Devs and non-devs (via actors), automation workflows

Pros

• Highly flexible and scalable
• Community actors save time

Cons

• Coding required for custom tasks
• UI can be complex for large projects

User Ratings

• G2: ★4.5
• Capterra: ★4.7

If you want flexibility and community-powered solutions, Apify is a strong choice.

11. ScrapingBee

ScrapingBee is a developer-friendly API focused on scraping JavaScript-heavy sites using headless Chrome.

Key Features

• Headless browser API (Chromium)
• JS rendering, proxy rotation
• Screenshot API

Pricing

• Free trial
• Paid from $49/month

Best For

• Developers scraping dynamic, JS-heavy sites

Pros

• Simple API, reliable rendering
• Good docs and support

Cons

• Dev-focused, not for non-coders
• Costs rise at scale

User Ratings

• G2: ★4.6

Great for dev teams who need to scrape modern web apps.

12. ScraperAPI

ScraperAPI is a full-stack scraping API that handles proxies, browser rendering, and anti-bot measures.

Key Features

• Proxy management, CAPTCHA solving
• Async API for bulk jobs
• Structured data endpoints for common sites

Pricing

• Free (5k requests)
• Paid from $49/month

Best For

• Developers, large-scale scraping, anti-block

Pros

• High success rates, cost-effective at scale
• Full-stack solution

Cons

• Developer skills required
• Parsing still needed for custom sites

User Ratings

• G2: ★4.3
• Capterra: ★4.6
• Trustpilot: ★4.7

A go-to for devs who want to focus on data, not scraping infrastructure.

13. Bright Data Web Scraper API

Bright Data is the enterprise leader in proxies and now offers a full web scraping platform with an IDE and ready-made APIs.

Key Features

• Web Scraper IDE (visual/code)
• Largest proxy network (72M+ IPs)
• Pre-built data collector APIs

Pricing

• Free trial
• Paid from ~$500/month

Best For

• Enterprises, high-volume, compliance-focused projects

Pros

• Powerful, scalable, compliance features
• Dedicated support

Cons

• Expensive, learning curve for IDE

User Ratings

• G2: ★4.5
• Trustpilot: ★4.3

If you’re running a Fortune 500 data pipeline, Bright Data is hard to beat.

14. Oxylabs

Oxylabs offers enterprise-grade proxy networks and scraping APIs, with a focus on reliability and compliance.

Key Features

• Proxy network, data delivery APIs
• Geotargeting, compliance support

Pricing

• Paid from $99/month

Best For

• Enterprises, compliance, geo-targeted scraping

Pros

• High success rates, support, geo options

Cons

• Expensive, developer setup required

User Ratings

• G2: ★4.6

A top pick for large-scale, compliance-driven projects.

15. Zyte (API Features)

Zyte’s API offerings include Scrapy Cloud, smart proxy management, and automatic extraction for common content types.

Key Features

• Scrapy Cloud for running spiders
• Smart proxy (Crawlera)
• Auto extract APIs

Pricing

• Free tier
• Paid from $29/month

Best For

• Developers, custom scraping projects

Pros

• Proven reliability, Scrapy integration

Cons

• Coding required, costs at scale

User Ratings

• G2: ★4.3

Ideal for dev teams building custom crawlers at scale ().

Python Libraries: The Best Tools for Web Scraping for Developers

If you love rolling up your sleeves and getting into the code, Python libraries give you ultimate flexibility and control. These are free, open-source, and backed by huge communities.

16. Selenium

Selenium is the OG of browser automation. It lets you control Chrome, Firefox, and others to scrape dynamic, JavaScript-heavy sites.

Key Features

• Full browser automation (click, scroll, fill forms)
• Handles JS, logins, infinite scroll
• Screenshots, multi-browser support

Best For

• QA teams, scraping dynamic sites, complex user flows

Pros

• Can handle almost any site
• Large community, lots of tutorials

Cons

• Slower, resource-heavy
• Setup can be tricky for large jobs

User Ratings

• G2: ★4.5 (as a testing tool)

If you need to mimic real user behavior, Selenium is your friend.

17. BeautifulSoup4

BeautifulSoup4 is the go-to Python library for parsing HTML and XML. It’s simple, forgiving, and perfect for small-to-medium scraping tasks.

Key Features

• Easy-to-use API for parsing HTML/XML
• Handles messy HTML gracefully
• Integrates with requests, lxml

Best For

• Beginners, quick parsing, data cleaning

Pros

• Simple, intuitive, robust
• Flexible with other libraries

Cons

• No JS support, not a crawler

User Ratings

• G2: ★4.4

Great for quick scripts and learning the basics.

18. Scrapy

Scrapy is a high-performance Python framework for building scalable crawlers and scrapers.

Key Features

• Asynchronous crawling (fast and scalable)
• Extensible with pipelines, middlewares
• Huge community and plugins

Best For

• Developers building custom crawlers, large-scale projects

Pros

• High performance, customizable
• Free and open-source

Cons

• Steep learning curve
• No native JS rendering (needs Selenium or Splash)

User Ratings

• GitHub: ★55k (most-starred scraper)

If you want to build robust, scalable scraping pipelines, Scrapy is the way to go.

19. Puppeteer

Puppeteer is a Node.js library (with Python wrappers) for controlling headless Chrome. It’s powerful for scraping dynamic content and taking screenshots.

Key Features

• Headless Chrome automation
• Screenshots, PDF generation
• Network interception

Best For

• Developers scraping dynamic, JS-heavy sites

Pros

• Modern, powerful, flexible

Cons

• Node.js focus, resource usage

User Ratings

• GitHub: ★85k

Perfect for advanced scraping and browser automation.

20. Playwright

Playwright is a modern browser automation library from Microsoft, supporting multiple browsers and languages (including Python).

Key Features

• Multi-browser support (Chromium, Firefox, WebKit)
• Auto-wait, async API
• Screenshots, network interception

Best For

• Developers scraping complex, JS-heavy sites

Pros

• Fast, reliable, cross-browser
• Modern API, great for concurrency

Cons

• Coding required, resource usage

User Ratings

• Dev community: ★4.8

If you want the latest and greatest in browser automation, Playwright is a top contender.

Which Web Scraping Tool Is Best for Your Business?

Here’s my cheat sheet for matching your needs to the right tool:

• Lead Generation, Contact Info: Thunderbit, Browse AI, Bardeen AI, Data Miner
• Price Monitoring, Ecommerce: Thunderbit, Octoparse, Parsehub, ScraperAPI, Bright Data
• Competitor Tracking, Market Research: Thunderbit, Diffbot, Apify, Scrapy
• Real Estate Listings: Thunderbit, Octoparse, Webscraper.io
• Workflow Automation: Bardeen AI, Apify, Thunderbit (AI Autofill)
• Large-Scale, Custom Projects: Scrapy, Selenium, Playwright, API tools (ScraperAPI, Zyte, Bright Data)

Pro tip:

Try the free tiers or demos before committing. Most tools offer enough to get a feel for the workflow and see if it fits your needs.

Final Thoughts: Web Scraping Tools in 2025

Web scraping has gone from a niche developer skill to a must-have business capability. In 2025, 96% of companies say data is central to decision-making (), and web data is a huge part of that. The market for web scraping tools is growing at double-digit rates, fueled by the explosion of AI and the hunger for real-time insights ().

AI web scrapers like Thunderbit are leading the way for non-technical teams—making data extraction as easy as clicking a button. But there’s a tool for every need, from no-code to API to hardcore Python frameworks.

The landscape is evolving fast. My advice? Keep an eye on new features, try out different tools, and don’t be afraid to mix and match. The right web scraping tool isn’t just about getting data—it’s about empowering your team to make smarter, faster, and more confident decisions.

If you want to see more deep dives, tutorials, and honest reviews, check out the . And if you’re ready to scrape smarter, not harder, give a spin. Your future self (and your coffee budget) will thank you.

FAQs

1. What are the best web scraping tools for non-technical users in 2025?

For non-technical users, AI web scrapers like Thunderbit, Browse AI, and Bardeen AI are top choices. These tools require no coding, offer visual interfaces, and automate complex scraping tasks like pagination, subpage navigation, and data export to spreadsheets.

2. Which tools are most suitable for large-scale or enterprise-level web scraping?

For enterprise-scale projects, tools like Diffbot, Bright Data, Oxylabs, and Scrapy stand out. They support massive data extraction workloads, offer advanced automation, and handle JavaScript-heavy sites with anti-bot measures.

3. How do no-code and low-code scraping tools compare to AI scrapers?

No/low-code tools like Octoparse, Parsehub, and Webscraper.io offer more customization than AI scrapers but require some learning. AI scrapers like Thunderbit focus on speed and simplicity, using machine learning to automate field selection and subpage scraping.

4. What are the top Python libraries for developers who want full control over web scraping?

Developers who prefer coding should consider libraries like Scrapy, Selenium, BeautifulSoup4, Puppeteer, and Playwright. These tools provide flexibility, performance, and community support for building custom web scraping solutions.

5. How should businesses choose the right web scraping tool for their needs?

The choice depends on technical skill, data volume, and project complexity. Start with AI tools for speed and ease, use no-code platforms for medium complexity, and opt for API or Python-based solutions for scalability and customization. Trying free tiers or demos is highly recommended.

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