10 Best Web Scraping Tools in 2026 (Tested & Ranked)

Quick answer: which scraping tool should you choose?

For actor marketplace with pre-built scrapers: Apify at $49/month. For no-code visual scraping: Browse AI at $39/month. For scraping API simplicity: ScrapingBee at $49/month. For enterprise scale: Bright Data at $500+/month. For completely no-code: Octoparse at $75/month. For developers: Apify or ScrapingBee. For non-technical marketers: Browse AI or Octoparse.

The best overall choice for marketing teams is Apify — its actor marketplace covers virtually any website with pre-built scrapers, and pricing starts at $49/month with a generous free tier.

1. Apify — Best overall scraping platform

Apify is the most versatile scraping tool because of its actor marketplace — over 5,000 pre-built scrapers for Google Maps, Twitter, Instagram, Amazon, YouTube, Reddit, LinkedIn, and more. You do not need to write code or configure selectors. Just pick an actor, enter your search query, and run. Results are exported as CSV or JSON.

• Price: Free tier ($5/month) or $49/month (Starter) or $499/month (Scale)
• Best for: Marketers, lead generation, competitive intelligence, social media monitoring
• Strengths: 5,000+ pre-built actors, no code needed, scheduled runs, webhooks, proxy infrastructure included
• Weaknesses: Compute-based pricing can be unpredictable, some actors are community-maintained (quality varies)
• Learning curve: Low for marketplace actors, moderate for custom actors
• Unique feature: Actor marketplace — find a pre-built scraper for almost any website

2. ScrapingBee — Best scraping API for developers

ScrapingBee is a scraping API that handles proxies, headless browsers, and CAPTCHAs for you. You send a URL, ScrapingBee returns the HTML. It is the simplest API-based scraper for developers who want to build custom scraping scripts without managing infrastructure.

• Price: $49/month (Freelance, 1,000 API credits) or $99/month (Startup, 3,000 credits)
• Best for: Developers, data teams, custom scraping projects
• Strengths: Simple API, handles CAPTCHAs and proxies, headless browser rendering, fast
• Weaknesses: No pre-built scrapers, requires coding, no visual interface
• Learning curve: Moderate — requires basic programming knowledge
• Unique feature: API simplicity — one endpoint, one URL, one request

3. Browse AI — Best no-code visual scraper with monitoring

Browse AI lets you scrape any website by clicking on the data you want. No code, no selectors. You train the scraper visually by selecting elements on the page. Browse AI then monitors the page for changes and alerts you when data updates. Ideal for price monitoring and competitor tracking.

• Price: $39/month (Starter, 5,000 credits) or $99/month (Pro, 20,000 credits)
• Best for: Non-technical marketers, price monitoring, competitor tracking, change detection
• Strengths: Visual scraping (no code), change monitoring, scheduled runs, email alerts, Google Sheets integration
• Weaknesses: Limited to 1,000 rows per task, not ideal for large-scale scraping, fewer pre-built templates
• Learning curve: Very low — click to select data, no coding
• Unique feature: Change monitoring — alerts you when scraped data changes

4. Octoparse — Best no-code visual scraper for complex sites

Octoparse is a desktop-based visual scraper that handles complex websites with pagination, infinite scroll, login forms, and AJAX. You build scraping workflows by clicking through a website in the visual editor. More powerful than Browse AI for complex sites but harder to learn.

• Price: $75/month (Standard) or $210/month (Professional)
• Best for: Complex websites with pagination, login, infinite scroll, AJAX content
• Strengths: Handles complex sites, visual workflow builder, scheduled runs, cloud extraction
• Weaknesses: Desktop app (not browser-based), steeper learning curve, expensive for simple tasks
• Learning curve: Moderate to high — visual editor is powerful but complex
• Unique feature: Cloud extraction — run scrapers on Octoparse servers without your computer on

5. Bright Data — Best enterprise scraping platform

Bright Data (formerly Luminati) is the enterprise-grade scraping and proxy platform. It offers the largest proxy network (72M+ IPs), pre-built scrapers, and a full data collection platform. Used by Fortune 500 companies for large-scale data extraction.

• Price: $500+/month (pay-as-you-go for proxies, custom pricing for datasets)
• Best for: Enterprise, large-scale scraping, data teams, custom data collection at scale
• Strengths: Largest proxy network (72M+ IPs), pre-built datasets, enterprise compliance, scraper IDE
• Weaknesses: Expensive, complex setup, overkill for small/medium scraping needs
• Learning curve: High — enterprise platform with many features
• Unique feature: Pre-built datasets — buy ready-made datasets without scraping yourself

6-10. Honorable mentions

These tools serve specific niches:

• ParseHub ($0-$456/month): Free desktop visual scraper. Good for budget-conscious users but limited scale
• Scrapy (Open source, free): Python framework for developers. Most powerful but requires coding skills
• Bardeen ($10/month): Browser extension scraper. Good for simple scraping tasks within Chrome
• Apify alternatives (Crawlee, Playwright): For developers who want to build custom crawlers. Free/open source
• Import.io ($299+/month): Enterprise data extraction platform with pre-built connectors. Good for structured data

Pricing comparison table

Here is the pricing comparison for all 10 tools:

• Apify: $0-$499/month — best value for actor marketplace
• ScrapingBee: $49-$99/month — best for API-based scraping
• Browse AI: $39-$99/month — best for no-code monitoring
• Octoparse: $75-$210/month — best for complex visual scraping
• Bright Data: $500+/month — best for enterprise scale
• ParseHub: $0-$456/month — best free tier
• Scrapy: Free (open source) — best for developers
• Bardeen: $10/month — best browser extension
• Crawlee: Free (open source) — best for custom crawlers
• Import.io: $299+/month — best for enterprise datasets

No-code vs code-based scraping: which is right for you?

Choose based on your technical skills:

• No code (Browse AI, Octoparse): Click to select data. No programming. Best for marketers, sales teams, non-technical users
• Low code (Apify marketplace): Use pre-built actors with configuration. No coding but some technical understanding helpful. Best for marketing teams who need specific data (Google Maps, Twitter, Amazon)
• Code-based (ScrapingBee, Scrapy, Crawlee): Write scripts to scrape. Full control and customization. Best for developers and data teams
• Enterprise (Bright Data, Import.io): Full-service platforms with datasets, proxies, and compliance. Best for large organizations

The verdict by use case

Choose based on your scraping goal:

• Lead generation from Google Maps: Apify — Google Maps Scraper actor, $49/month
• Social media monitoring: Apify — Twitter/Reddit/YouTube scraper actors, $49/month
• Price monitoring with alerts: Browse AI — visual scraping + change detection, $39/month
• Custom scraping project (developer): ScrapingBee — simple API, $49/month
• Complex website scraping (no code): Octoparse — handles pagination/login/AJAX, $75/month
• Enterprise-scale data collection: Bright Data — 72M+ proxies, $500+/month
• Budget scraping: ParseHub free tier or Scrapy (open source)
• Quick browser scraping: Bardeen — Chrome extension, $10/month
• All-around best for marketing: Apify — actor marketplace covers most needs, $49/month