🚀 Yellow Pages Lead Machine – Fastest B2B Scraper & Email Finder

Yellow Pages Lead Machine is a high-performance B2B lead generation Actor for Apify, built for speed, accuracy, and maximum cost-efficiency.

Unlike traditional browser-based scrapers (Puppeteer / Playwright) that are slow, fragile, and consume large amounts of RAM, this Actor uses raw HTTP requests with advanced TLS fingerprinting, making it up to 10× faster and significantly cheaper to run.

In addition to scraping Yellow Pages business listings, it performs deep enrichment by visiting company websites to extract email addresses and social media profiles (Facebook, Instagram, LinkedIn, Twitter, YouTube, etc.).

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✨ Key Features

⚡ Lightning-Fast Performance

• No headless browser
• Pure HTTP-based scraping
• Optimized request pipeline
• Extremely low Apify Compute Unit (CU) usage

📧 Deep Email & Social Media Enrichment

• Automatically visits business websites
• Extracts contact email addresses
• Finds social media profiles (Facebook, Instagram, LinkedIn, Twitter, YouTube)

🔄 Smart Proxy Rotation

• Built-in handling for:
  • 403 Forbidden
  • Rate limiting
  • Temporary blocks
• Automatic proxy session rotation
• Fully compatible with Apify Residential Proxy

✅ Verified Data Only

• Filters out low-quality or “ghost” listings
• Only keeps businesses with valid contact data (phone number, address, etc.)

⭐ Ratings & Reviews

• Extracts business ratings
• Helps prioritize high-quality leads

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🆚 Comparison: Why This Actor Wins

Feature	Yellow Pages Lead Machine	Standard Browser Scrapers
Engine	🚀 High-Speed HTTP	🐢 Headless Browser
Speed	⚡ Very Fast	🐌 Slow
Cost (per 1K leads)	💰 ~$0.20 – $1.00	💸 $3.30+
Email Enrichment	✅ Included	❌ Usually Missing
Social Media Links	✅ Included	❌ Rare
RAM Usage	📉 Ultra-Low (256–512 MB)	📈 High (2 GB+)
Stability	🧱 High	💥 Fragile

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🛠️ How to Use

1. Search Terms
   Enter business categories you want to target
   Examples:

   • Plumbers
   • Dentists
   • Roofing Contractors
   • HVAC Services

2. Locations
   Enter cities, states, or ZIP codes
   Examples:

   • New York, NY
   • Los Angeles, CA
   • 90210

3. Max Items
   Set how many businesses you want to extract.

4. Enrich Emails
   Enable this option to crawl company websites and extract email addresses and social media profiles.

5. Run the Actor
   Click Run and export your data as:

   • CSV
   • Excel
   • JSON

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📊 Sample Output

The Actor produces clean, structured, CRM-ready data:

{
  "name": "Aladdin Plumbing Corp.",
  "phone": "(347) 395-4715",
  "address": "55 Garnet Street Kings County, NY 11231",
  "website": "https://www.aladdinplumbingcorp.com",
  "email": "service@aladdinplumbing.com",
  "socials": [
    "https://www.facebook.com/AladdinPlumbing/",
    "https://www.youtube.com/user/aladdinplumbingcorp",
    "https://twitter.com/AladdinCorp"
  ],
  "rating": "4.5",
  "yellowPagesUrl": "https://www.yellowpages.com/kings-county-ny/mip/aladdin-plumbing-corp-548289617",
  "searchTerm": "Plumbers",
  "searchLocation": "New York, NY"
}

🛡️ Best Practices for Proxies

For best performance and block avoidance, Residential Proxies are strongly recommended.

✔ Fully optimized for Apify Proxy – Residential ✔ High success rate even at large scale ✔ Safe for scraping thousands of listings

📈 Perfect For

B2B Sales Teams Build targeted outreach lists in minutes.

Marketing Agencies Discover local clients by niche and location.

SEO Professionals Find businesses for citations, backlinks, and partnerships.

Data Analysts & Researchers Perform market research and competitor analysis.

💡 Why Choose Yellow Pages Lead Machine?

If you need:

Faster scraping

Lower cost per lead

Built-in enrichment

Stable, scalable performance

This Actor is the most efficient Yellow Pages scraper on Apify.

🚀 Run it once — you won’t go back to browser-based scrapers.