Scrape local business
listings at scale
Scrape local business
listings at scale
Scrape local business
listings at scale
Scrape local business
listings at scale

Local directories block scrapers. Browserbase runs real browsers that extract business listings, contact info, and reviews from map and directory sites, reliably.

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The problem

Manual lead collection limits growth

  • Searching business directories one location at a time across multiple sites.
  • Copying contact details and lead info manually into your CRM or spreadsheet.
  • Getting blocked by anti-bot detection when you try to automate searches.
  • Missing new businesses and listing changes because monitoring is too slow.
  • No systematic way to build comprehensive local datasets across regions.
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The solution

How Browserbase automates local data collection

  • Real browsers: navigate map and directory sites like a human would.
  • Built-in stealth: bypass anti-scraping protections without getting blocked.
  • Location handling: search across cities, regions, and countries systematically.
  • Full observability: debug and replay every session with built-in recording.
  • Parallel collection: scrape thousands of listings simultaneously.
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Data you can collect

Business details

Names, addresses, phone numbers, websites, and hours.

Reviews & ratings

Customer reviews, star ratings, and review counts.

Categories

Business types, services offered, and industry classifications.

Location data

Coordinates, service areas, and geographic coverage.

FAQs

What local business data can I collect?

Can I scrape multiple cities or regions?

How do I handle pagination on directory sites?

How do I avoid getting blocked by map services?

What output formats are supported?

See all use cases