Web scraping doesn’t require coding skills anymore. In 2025, 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.
Why Use No-Code Web Scraping Tools?
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Fresh Data: Get real-time info, not outdated lists.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.
1. Emelia.io: Best for LinkedIn Scraping

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.
Key Features
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.
How to Use It
Install the Chrome Extension
Link it to your LinkedIn Sales Navigator account.
Set filters (e.g., “CEOs in New York”).
Click “Export with Emelia” to scrape names, titles, and URLs.
Enrich with emails or phone numbers.
Send personalized campaigns directly.
Pricing
Base Plan: $37/month for unlimited scraping and basic features.
Email Credits: $19/1,000 credits
Phone Credits: 50 credits/number
Why It’s Top for 2025
With unlimited scraping, AI personalization, and safety features (cloud-based with rate limits), Emelia.io is a must-have for modern prospecting.
2. Scrap.io: Google Maps Specialist

Scrap.io excels at scraping Google Maps for local business data—think restaurants, shops, or services.
Key Features
User-Friendly: Search and scrape with no tech knowledge.
Clean Data: Organized lists for easy CRM use.
Scalable: Handles small or large volumes.
How to Use It
Search Google Maps (e.g., “gyms in Chicago”).
Run the scrape.
Export results in JSON.
Pricing
Starts at $50/month, with tiers for higher volume.
Best For
Local lead generation or geo-specific campaigns.
3. Outscraper: Affordable All-Rounder

Outscraper is a budget-friendly option that scrapes Google Maps and beyond, like directories or review sites.
Key Features
Low Cost: Starts at $30/month
Versatile: Works across multiple platforms.
Flexible: Customize tasks with some setup.
How to Use It
Define a task (e.g., “dentists in Seattle”).
Run the scrape.
Export as CSV or JSON.
Best For
Cost-conscious users needing multi-source data.
4. Instant Data Scraper: Free and Fast

Instant Data Scraper is a simple, free browser extension for quick scraping from any webpage.
Key Features
No Setup: Install and go.
Universal: Works on any site.
Free: Basic use costs nothing.
How to Use It
Install from Chrome or Firefox stores.
Highlight data on a page (e.g., emails).
Export to CSV or clipboard.
Best For
Small, one-off scraping tasks.
5. Phantom Buster: Automation Powerhouse

Phantom Buster combines scraping with automation across platforms like LinkedIn, Twitter, and more.
Key Features
Templates: Pre-built workflows (e.g., LinkedIn lead extraction).
Customizable: Build scrapers without code.
Integrations: Links to CRMs or email tools.
How to Use It
Choose a template.
Set your target (e.g., LinkedIn search).
Automate and integrate results.
Pricing
Free: Basic tasks.
Paid: From $59/month for advanced features.
Best For
End-to-end lead generation automation.
Which Tool Should You Pick?
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 2025 the year to master data collection—without writing a single line of code!