Yellow Pages Scraper - US Business Leads & Emails

Extract US business listings from YellowPages.com. Search any trade, business type or company name in any US city or ZIP code and get a clean lead list with phone numbers, emails, websites, full addresses, ratings and reviews.

What you get

For every business:

• name, category, categories - company name and all its Yellow Pages categories (e.g. Plumbers, Water Heater Repair)
• phone - main phone number
• website - the business's own website, with tracking parameters removed
• street, city, region, postalCode, address - e.g. 1319 S La Brea Ave, Los Angeles, CA 90019
• rating, reviewCount - average star rating and number of reviews
• openingHours - e.g. Mo-Fr 08:00-17:00
• badge - years listed on Yellow Pages (e.g. 15 Years with Yellow Pages)
• isPaidListing - whether the business advertises on Yellow Pages
• description - the business's own blurb, when shown in results
• detailUrl, listingId, logoUrl

Turn on Include business details to also get:

• email - the business's contact email, wherever it is published
• latitude, longitude - GPS coordinates
• services - services and products offered
• paymentMethods - e.g. visa, mastercard, check, financing available
• district - neighborhoods served
• phones - extra phone numbers
• description - the full "General info" text

Use cases

• B2B lead generation - build lists of contractors, medical practices, law firms and shops in any US city
• Sales prospecting - get phone numbers, emails and websites for cold calling and email campaigns
• Local market research - count and map competitors by category and ZIP code
• Data enrichment - add phone, website and address data to existing company lists
• Agency outreach - find local businesses with no website or low ratings

How to use

1. Enter one or more Search terms, e.g. plumbers, dentists, roofing contractors, lawyers.
2. Enter one or more Locations: a city with its state (Los Angeles, CA, Chicago, IL) or a ZIP code (10001).
3. Set Max businesses (0 = no limit). Every search term is combined with every location.
4. Optionally turn on Include business details for emails, coordinates, services and payment methods.
5. Run the actor and export the results from the Dataset tab as CSV, Excel, JSON or Google Sheets.

You can also paste YellowPages.com search URLs (e.g. https://www.yellowpages.com/search?search_terms=plumbers&geo_location_terms=Los+Angeles%2C+CA) or category pages (e.g. https://www.yellowpages.com/los-angeles-ca/plumbers) into Start URLs.

Output example

{
  "name": "The Law Office of Stuart L. Tockman, P.A.",
  "category": "Attorneys",
  "categories": ["Attorneys", "Landlord & Tenant Attorneys", "Eviction Service"],
  "phone": "(786) 808-6244",
  "email": "tockmanpa@aol.com",
  "website": "http://www.tockmanlaw.com/",
  "street": "12905 SW 42nd St, Suite #205",
  "city": "Miami",
  "region": "FL",
  "postalCode": "33175",
  "country": "US",
  "latitude": 25.729652,
  "longitude": -80.403755,
  "openingHours": ["Mo-Fr 10:00-16:00"],
  "services": ["Representing Landlords Only", "Residential & Commercial", "Evictions"],
  "paymentMethods": ["cash", "check", "mastercard", "amex", "discover", "visa"],
  "badge": "6 Years with Yellow Pages",
  "isPaidListing": true,
  "detailUrl": "https://www.yellowpages.com/miami-fl/mip/the-law-office-of-stuart-l-tockman-p-a-563749772",
  "searchTerm": "lawyers",
  "searchLocation": "Miami, FL"
}

Good to know

• Yellow Pages shows 30 businesses per page and often thousands per search. The actor pages through automatically until it reaches Max businesses.
• Emails are only on business pages, so turn on Include business details if you need them. How many businesses publish one depends on the category: in our tests about 80% of Miami lawyers and 40% of roofing contractors had an email, while chain dental practices rarely do.
• Advertisers appear first in Yellow Pages results. Use isPaidListing to separate them from free listings.
• The same business found by two searches is returned only once.

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• Yell Scraper - UK business leads
• Thomson Local Scraper - UK business leads
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