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Yellow Pages Business Leads Scraper

Local business lead extraction from Yellow Pages by category and geography.

Result

Local business leads for any city and category

Built with
PythonRequestsBeautifulSoupPandasExcel
Yellow Pages Business Leads Scraper: screenshot of the delivered output

What it does

  • Extracts business name, phone, address, website, and category
  • Filters by business type and geographic area before output
  • Validates contact data and removes duplicates
  • Covers any city and category combination

Who it helps

  • Field sales teams get targeted local business lists without buying lead databases
  • Franchise development teams identify candidate markets by business density
  • Trade service platforms build supplier directories from verified local listings

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