🟡 Yellow Pages Scraper — Business Leads, Phone & Address

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Scrape YellowPages.com business listings for any category + location into clean B2B leads — business name, phone, street address, city, state, ZIP, categories, rating, review count, website & YellowPages profile URL. No API key, clean JSON/CSV.

Keywords: yellow pages scraper · yellowpages.com scraper · business directory scraper · local business leads · phone number scraper · b2b leads · lead generation · business phone & address · local SEO leads · sales prospecting · contractor leads · small business data · CRM enrichment · yellow pages email.

✅ Why it works (and stays working)

YellowPages sits behind Cloudflare, but only the lightweight connection challenge — so this Actor clears it with a simple Google-referrer request (no browser, no proxy, no CAPTCHA, no API key). Reliable and cheap.

🔧 Input

📤 Output (one row per business)

{
"name":"Clarke Kent Plumbing","phone":"(512) 766-0970",
"street_address":"1408 W Ben White Blvd","city":"Austin","state":"TX","zip":"78704",
"categories":"Plumbers, Water Heaters","rating":3,"reviews":15,
"website":"http://www.clarkekentplumbing.com",
"yellowpages_url":"https://www.yellowpages.com/..."
}

Export to CSV, Excel, JSON or API.

💡 Use cases

• B2B lead generation — businesses by niche + city, with phone + website
• Cold outreach lists — contractors, restaurants, services
• Local SEO / agencies — prospect local businesses
• Market research — competitors & density by area

Pairs perfectly with a Google Maps scraper for fuller coverage.

⚖️ Notes

Scrapes public business directory listings. Use responsibly and per applicable laws for outreach (e.g. honor DNC where relevant).