Lead Locator

How to Scrape Business Data from YellowPages Directories

  • June 18, 2025
  • 4 min read
How to Scrape Business Data from YellowPages Directories

How to Scrape YellowPages Data with LeadLocator

If you’re looking to grow your business by reaching out to local service providers, YellowPages remains one of the most powerful directories. With thousands of business listings, it’s a goldmine for sales prospecting, email outreach, and local marketing. However, manually copying this data is time-consuming.

This is where LeadLocator comes in. Our cloud-based tool makes it easy to scrape YellowPages data in just a few clicks—no coding or browser extensions required.


★ What Is YellowPages Scraping?

YellowPages scraping refers to the automated process of extracting publicly available business information such as:

  • ✔ Business name
  • ✔ Phone number
  • ✔ Address
  • ✔ Website
  • ✔ Email (when available)
  • ✔ Category or industry

This data is incredibly valuable for digital marketers, sales teams, freelancers, and agencies looking to connect with new clients.


★ Why Use LeadLocator to Scrape YellowPages?

There are many scraping tools out there—but here’s why LeadLocator is your best option:

  • No installation needed – It works 100% in the cloud
  • ✔ Supports YellowPages for USA, Canada, UK, France, and Germany
  • ✔ Smart data extraction with built-in email parsing
  • ✔ Save leads into organized lists
  • ✔ Export data into CSV format for outreach
  • ✔ Free plan available to test before upgrading

➤ How to Scrape Data from YellowPages with LeadLocator

Let’s walk you through the full process of scraping leads from YellowPages using our platform.

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✦ Step 1: Sign Up & Access the Tool

Go to https://leadlocator.biz and create your free account.


✦ Step 2: Select "YellowPages" from the Directory List

After login, choose “YellowPages” as your data source.


✦ Step 3: Enter Your Search Criteria

Type in a keyword (e.g., "Plumber", "Dentist", "Digital Marketing Agency") and a location (e.g., "New York", "Toronto", "London").


✦ Step 4: Start the Scraping Process

Click on "Start Search" and the tool will begin collecting the listings in real time.

⏱ You’ll see progress updates as it gathers business names, phone numbers, websites, and more.

Insert a screenshot of scraping progress


✦ Step 5: View & Organize Your Results

Once the scraping is done, view the results in a sortable table. You can also:

  • ✔ Save the list with a custom name
  • ✔ Add tags to organize your leads
  • ✔ Remove duplicates automatically

View lead data


✦ Step 6: Export Your Leads to CSV

Click the Export button to download your leads as a CSV file. This file can be imported into tools like:

  • ✔ Google Sheets
  • ✔ Mailchimp
  • ✔ CRM systems (HubSpot, Zoho, etc.)

★ Real Use Cases

Businesses and professionals using LeadLocator to scrape YellowPages include:

  • B2B agencies looking for local leads
  • Freelancers offering web, SEO, or marketing services
  • Contractors and tradespeople who want to partner with other local pros
  • Cold email marketers building outreach lists

ℹ️ Is It Legal to Scrape YellowPages?

Scraping public data like phone numbers and business names from YellowPages is generally legal if used for non-abusive purposes such as:

  • ✔ B2B marketing
  • ✔ Market research
  • ✔ Competitive analysis

LeadLocator respects privacy laws and only extracts publicly available data.


➤ Pro Tips for Better Results

  1. Use precise keywords: "Pediatric Dentist" gets better leads than just "Dentist".
  2. Focus on niche markets: Less competition and better response rates.
  3. Export and enrich: Combine YellowPages data with LinkedIn or email tools.
  4. Send personalized outreach: Include the business name and service in your email copy.

✔ Try LeadLocator Today – Free Plan Available

You don’t need to be a developer to scrape data anymore. With LeadLocator, you can find qualified business leads in minutes, not hours.

➡ Visit https://leadlocator.biz and get started with your free trial. Upgrade anytime based on your needs.

Pricing plans


ℹ️ Frequently Asked Questions

Q: Can I scrape YellowPages in French or German cities?
A: Yes! LeadLocator supports multiple countries including France, Germany, UK, Canada, and the US.

Q: Do I need to install anything?
A: No installation required. LeadLocator is 100% cloud-based.

Q: Can I download emails?
A: Yes, when emails are publicly available, they’re extracted and included in your CSV export.


? Need Help?

Our support team is ready to assist you. Contact us via chat on the website or email [email protected].

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