Online Directory Lead Scraper (YP.com)

Detail

Are you spending hours manually collecting Yellow Pages business data—names, addresses, reviews, ratings, categories, and more? With millions of local businesses, services, and information to browse through, finding the right data or conducting research has become incredibly time-consuming for business owners, marketers, analysts, and local SEO specialists.

BrowserAct automates the entire process. Extract structured data from Yellow Pages in minutes, not hours—no coding required.

What Does BrowserAct Yellow Pages Scraper Do?

Automatically extract comprehensive Yellow Pages resource data with our powerful Yellow Pages scraper tool. Capture business names, descriptions, addresses, phone numbers, reviews, ratings, categories, and links to business pages from any Yellow Pages page. Enjoy flexible filtering and output options for comprehensive market analysis—no coding required.

Our Yellow Pages scraper is built for seamless integration with automation platforms like Make.com, making it ideal for ongoing monitoring and competitive intelligence tasks.

What Data Can I Extract from Yellow Pages?

With BrowserAct's Yellow Pages Scraper, you can pull a wide range of publicly available data for analysis. Here's a breakdown:

Yellow Pages Business Listings & Features

Business names
Descriptions and details
Addresses and locations
Phone numbers and contacts
Reviews and ratings
Categories and tags
Questions and answers
Links to business profiles and apps

Key Features of Yellow Pages Scraper

Customizable Parameters: Adjust extraction scope to match your research needs
Flexible Selection: Set max items for bulk extraction across multiple pages
Comprehensive Data Capture: Extracts complete business profiles with all metadata
Structured Output: Preserves data relationships for easy analysis
Multi-Page Support: Compatible with business listings, category pages, and search results
Automation-Ready: Seamlessly integrates with Make.com and other platforms

How to Scrape Yellow Pages

Quick Start Guide: How to Use Yellow Pages Scraper in One Click

If you want to quickly start experiencing scraping Yellow Pages, simply use our pre-built "Yellow Pages Scraper" template for instant setup and start scraping Yellow Pages effortlessly.

Register Account: Create a free BrowserAct account using your email
Configure Parameters: Fill in necessary inputs like Target_url (e.g., "https://www.yellowpages.com/search?search_terms=example") – or use defaults to learn how to scrape Yellow Pages quickly
Start Execution: Click "Start" to run the workflow
Download Data: Once complete, download the results file from Yellow Pages scraping

How to Build a Yellow Pages Scraper Workflow: Step by Step

Yellow Pages Scraper workflow building with BrowserAct requires no coding skills—it's automation-ready and easy to set up. Follow these step-by-step instructions to get started.

Determine Your Scope

Decide the number of results to extract (e.g., 50 results with complete details). Adjust parameters based on your research needs.

Start Node Parameter Settings

YP_Link: Enter your Yellow Pages link (e.g., https://www.yellowpages.com/)

Note: Customize based on needs—works with business listings, category pages, or search results.

Visit Page

In the prompt box, enter Visit / YP_Link – this will navigate to the target URL.

Add Extract Data

In the prompt box, enter:

extract data for each Service provider 
- add Business fields to "Business" 
- add phone number to "Phone" 
- add Location to "Location" 
- add title to "Name"

Note: You can specify the exact location of the data to be collected on the page to increase the accuracy of data extraction.

Output Data

Export in JSON, CSV, XML, or Excel formats.

Key Benefits of Yellow Pages Scraper

Yellow Pages Scraper offers a range of advantages that make data extraction simple, efficient, and powerful. Here's why it's a top choice for Yellow Pages web scraping:

✅ No Coding Required: Set up and run extractions effortlessly without any programming skills—perfect for beginners and pros alike

✅ Customizable and Flexible: Adjust parameters like item limits, data fields, and target URLs to tailor results to your exact needs

✅ Structured Data Output: Maintains organized data in structured formats (e.g., JSON, CSV, Excel) for easy analysis and integration

✅ Automation Integration: Seamlessly works with Make, n8n, and other platforms for scheduled, hands-off web scraping

✅ Cost-Effective: Start with free trials for small-scale tasks, scaling affordably for larger datasets while respecting Yellow Pages's policies

✅ Accurate and Reliable: Handles automatic page loading, uses 'N/A' for missing data, and includes rate limit handling to ensure consistent results

These benefits make Yellow Pages Scraper an efficient tool for turning raw Yellow Pages data into actionable insights.

Who Can Use Yellow Pages Scraper?

Yellow Pages Scraper is designed for anyone needing quick, reliable access to Yellow Pages data. It's ideal for a variety of users, including:

Researchers & Analysts: Find the perfect business listings and local trends for your studies
Marketers & Local SEO Specialists: Analyze market opportunities and identify gaps in the local business ecosystem
Business Owners & Managers: Conduct competitive analysis and track local strategies
Digital Agencies: Manage client recommendations with comprehensive local data
Market Researchers & Analysts: Extract data for trend analysis and market intelligence
Product Managers: Gather insights on features, ratings, and customer satisfaction
Small Businesses & Startups: Conduct affordable competitive research without needing advanced technical skills
Academics & Students: Research local business trends and directory ecosystems

No matter your background, if you're looking to scrape Yellow Pages without hassle, this tool is accessible and effective for both individuals and teams.

Use Cases for Yellow Pages Scraper

Yellow Pages Scraper is versatile for various real-world applications. Here are some key ways to use it for extracting and analyzing Yellow Pages data:

📊 Market Research: Collect data on business listings, categories, and local trends for informed decision-making

🔍 Competitive Intelligence: Scrape competitor business details to identify strengths, weaknesses, and market opportunities

💰 Pricing Analysis: Track pricing changes and compare details across similar businesses/services

⭐ Quality Assessment: Analyze user ratings and reviews to identify top-rated solutions

🔄 Update Monitoring: Track business update frequencies and listing patterns

🛠️ Tool Selection: Build comprehensive comparison databases to select the best local businesses for your needs

📈 Trend Tracking: Monitor emerging features and popular categories in the Yellow Pages ecosystem

🎯 Business Research: Identify reliable businesses and assess their profiles

Whether for one-off projects or ongoing monitoring, Yellow Pages Scraper helps transform Yellow Pages data into valuable insights.

Make.com Integration

BrowserAct's Yellow Pages Scraper is now available as a native app on Make.com—add it to your scenarios without API hassle.

✅ Automation-Ready: Integrate with Make, n8n, or others for scheduled monitoring

✅ Rate Limit Handling: Built-in delays to comply with Yellow Pages policies

✅ Multi-Category Tracking: Run instances for different business categories or search queries

💡 Use Case Tip: Ideal for competitive analysis, pricing tracking, and market research with complete business metadata

🚀 Quick Start with Make.com: Search for "BrowserAct" in Make.com's app directory and add it directly—no complex setup

Ready to Transform Your Yellow Pages Data Collection?

Stop wasting hours on manual data collection. Start scraping Yellow Pages business listings, reviews, and solutions in minutes with BrowserAct's AI-powered automation.

Try BrowserAct Free → https://www.browseract.com/

No credit card required. Get started in under 5 minutes.