Yellow Pages Business Leads Scraper

Scrape data. No API key.

Sample record:

{"type": "business", "scrapedAt": "2026-07-13T00:12:00Z", "name": "Clarke Kent Plumbing", "phone": "(512) 766-0970", "street": "1408 W Ben White Blvd", "city": "Austin", "state": "TX", "zip": "78704", "locality": "Austin, TX 78704", "website": "http://www.clarkekentplumbing.com", "categories": ["Plumbers", "Plumbing-Drain & Sewer Cleaning"], "rating": 3.0, "reviewCount": 15, "yearsInBusiness": 40, "snippet": "Josh was wonderful and very professional. Pipe broke yesterday and no one else would come or even call us back today. Price was very reasonable, not overpriced at all.\"", "url": "https://www.yellowpages.com/austin-tx/mip/clarke-kent-plumbing-10674347?lid=1002194068759", "searchTerm": "plumbers", "location": "Austin, TX"}

Why choose this Yellow Pages scraper

• No API key, no proxy setup — it works out of the box; you never manage keys or residential proxies.
• Pay only for results — pay-per-result pricing, no monthly subscription, and failed or empty runs are always free.
• Reliable by design — rotating premium proxies and automatic retries work around blocks so runs come back with data.
• Export anywhere — JSON, CSV, Excel, or Google Sheets, plus API, scheduler, and webhooks on the Apify platform.

If you are comparing Yellow Pages scraper options or want a simpler, cheaper alternative to manual directory lookups and subscription lead tools, this actor gives you clean data on demand — no setup, no lock-in.

Popular use cases

• B2B lead lists — pull name, phone, website, and address for any category in any city.
• Sales prospecting — build targeted outreach lists by industry and location.
• CRM enrichment — fill in contact details for businesses you already track.
• Local market mapping — see every provider in a category across a metro.

Related scrapers

Part of a connected toolkit — combine them for richer datasets:

• Google Maps Scraper
• Local Business Leads Scraper (OpenStreetMap)
• US Healthcare Provider Scraper (NPI)

Frequently asked questions

How do I get business leads from Yellow Pages?

Enter a category (e.g. dentist) and a location, set how many results you want, and run. You get clean lead rows with phone and website — export to CSV/Excel/Sheets.

Does it include phone numbers and websites?

Yes — each lead includes business name, phone, website, address, categories, and rating where listed.

Do I need proxies or an API key?

No. Proxies are handled for you and no API key is required.

How much does it cost?

You pay per lead returned, with no subscription. Empty runs are free.