Top 5 No-Code Web Scraping Tools for 2026

Web scraping doesn’t require coding skills anymore. In 2026, no-code tools make it easy for anyone, sales teams, marketers, or hobbyists, to extract data like emails, phone numbers, or company details from websites with just a few clicks. Below are the top five no-code web scraping tools you should know about, including one standout that’s changing the game: Emelia.io.

These tools simplify data collection by offering:

• Time Savings: Automate instead of manually copying data.

• Fresh Data: Get real-time info, not outdated lists.

• Scalability: Extract thousands of entries quickly.

• No Coding Needed: Accessible to everyone, no tech skills required.

Perfect for lead generation, market research, or personal projects, let’s explore the best options.

Emelia.io is the ultimate tool for B2B prospecting, especially with LinkedIn Sales Navigator. It’s not just a scraper, it’s an all-in-one platform for finding and contacting leads.

• Unlimited LinkedIn Scraping: Scrape up to 30, 000 leads from Sales Navigator with no limits, breaking large searches into manageable batches.

• Real-Time Data: Pulls fresh, live info every time.

• Accurate Email Finder: 99% verified emails at $19 per 1, 000 credits (1 credit = 1 email).

• Phone Numbers: Add numbers for 50 credits each

• Magic Writer: AI crafts personalized emails and LinkedIn messages.

• Campaign Tools: Scrape, enrich, and launch outreach all in one place.

1. Install the Chrome Extension

2. Link it to your LinkedIn Sales Navigator account.

3. Set filters (e.g., “CEOs in New York”).

4. Click “Export with Emelia” to scrape names, titles, and URLs.

5. Enrich with emails or phone numbers.

6. Send personalized campaigns directly.

• Base Plan: $37/month for unlimited scraping and basic features.

• Email Credits: $19/1, 000 credits

• Phone Credits: 50 credits/number

With unlimited scraping, AI personalization, and safety features (cloud-based with rate limits), Emelia.io is a must-have for modern prospecting.

Scrap.io excels at scraping Google Maps for local business data, think restaurants, shops, or services.

• User-Friendly: Search and scrape with no tech knowledge.

• Clean Data: Organized lists for easy CRM use.

• Scalable: Handles small or large volumes.

1. Search Google Maps (e.g., “gyms in Chicago”).

2. Run the scrape.

3. Export results in JSON.

• Starts at $50/month, with tiers for higher volume.

Local lead generation or geo-specific campaigns.

Outscraper is a budget-friendly option that scrapes Google Maps and beyond, like directories or review sites.

• Low Cost: Starts at $30/month

• Versatile: Works across multiple platforms.

• Flexible: Customize tasks with some setup.

1. Define a task (e.g., “dentists in Seattle”).

2. Run the scrape.

3. Export as CSV or JSON.

Cost-conscious users needing multi-source data.

Instant Data Scraper is a simple, free browser extension for quick scraping from any webpage.

• No Setup: Install and go.

• Universal: Works on any site.

• Free: Basic use costs nothing.

1. Install from Chrome or Firefox stores.

2. Highlight data on a page (e.g., emails).

3. Export to CSV or clipboard.

Small, one-off scraping tasks.

Phantom Buster combines scraping with automation across platforms like LinkedIn, Twitter, and more.

• Templates: Pre-built workflows (e.g., LinkedIn lead extraction).

• Customizable: Build scrapers without code.

• Integrations: Links to CRMs or email tools.

1. Choose a template.

2. Set your target (e.g., LinkedIn search).

3. Automate and integrate results.

• Free: Basic tasks.

• Paid: From $59/month for advanced features.

End-to-end lead generation automation.

• Emelia.io: Best for LinkedIn and B2B prospecting with unlimited scraping and campaign integration.

• Scrap.io: Ideal for local Google Maps data.

• Outscraper: Great for affordable, multi-platform scraping.

• Instant Data Scraper: Perfect for quick, free tasks.

• Phantom Buster: Top for full automation across platforms.

Start with Emelia.io at emelia.io for its standout features, and add others based on your needs. These tools make 2026 the year to master data collection, without writing a single line of code!