📋 Yellow Pages Business Scraper

🚀 Export US business listings from Yellow Pages in seconds. Search any category and location to get business names, addresses, phone numbers, websites, ratings, and more - no API key, no login, no manual copy-paste.

The Yellow Pages Business Scraper extracts structured business listings from yellowpages.com and returns 15 fields per record, including business name, category, full address, phone number, website, star rating, review count, years in business, and a direct listing URL. Yellow Pages is one of the largest US business directories, covering restaurants, contractors, healthcare providers, legal services, and thousands of other categories across every US city and ZIP code.

The directory spans all 50 states, hundreds of thousands of cities and towns, and millions of active business listings. This Actor lets you download any slice of that data - one search term, one location, or a bulk list - as a clean, structured dataset in CSV, Excel, JSON, or XML in minutes.

🎯 Target Audience	💡 Primary Use Cases
Sales and marketing teams, market researchers, local SEO agencies, lead generation platforms, B2B data providers, directory operators, real-estate analysts	Local lead lists, competitor audits, market sizing, directory enrichment, call list generation, franchise mapping, CRM seeding

📋 What the Yellow Pages Scraper does

Four core workflows in a single run:

• 🔍 Keyword + location search. Enter any search term (plumber, dentist, pizza, lawyer) and any US location (city + state, ZIP code, or metro area).
• 📞 Contact data extraction. Collects phone numbers, websites, and full street addresses for every matching business.
• ⭐ Review signals. Captures star ratings and review counts so you can sort and filter by reputation.
• 📄 Multi-page pagination. Automatically walks through all result pages until your maxItems limit is reached.

Each record includes the direct Yellow Pages URL so you can revisit or deep-dive into any listing.

💡 Why it matters: manually copying business listings from directory searches is slow and error-prone. This Actor turns a 2-hour spreadsheet job into a 2-minute automated dataset pull, with consistent field names and clean formatting every time.

📊 Data fields

Each record includes: address, businessName, category, city, imageUrl, phone, rating, results, reviewCount, scrapedAt, state, url, website, yearsInBusiness, zip. These field names come straight from the actor's dataset schema, so what you see here is what lands in your dataset.

⚠️ Good to Know: Yellow Pages shows approximately 30 results per search page. Each record reflects the publicly visible listing data at time of scraping. Business details (phone, address, website) are provided by the businesses themselves and may occasionally be outdated. Always verify critical contact information before use in high-stakes outreach.

🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the Yellow Pages Business Scraper page on the Apify Store.
3. 🎯 Set input. Enter your search term and location. Set maxItems for how many listings you need.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

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💡 Pro Tip: browse the complete ParseForge collection for more business and review data scrapers.

⚠️ Disclaimer: this Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Yellow Pages, YP Holdings LLC, or any of its affiliates. All trademarks mentioned are the property of their respective owners. Only publicly available directory data is collected.

🆘 Need Help?

If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.

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