Pull every restaurant
in any city.

The pull

Maps Scraper · Query: 'restaurants' · Location: target city · Radius: 25km. Toggle 'has phone' filter. Run. ~800-2000 rows depending on city size.

Categorize

Output includes Google's category tags (Mexican / Pizza / Cafe / etc.). Group by category in your CSV → instant density map of what's saturated and what isn't.

Score

Combine rating × review count → quality-adjusted demand. Cells with high category demand and low quality average = your opportunity zones.

Use cases

Site selection · franchise expansion · territory mapping · competitive analysis · investor diligence · marketing for delivery aggregators. Restaurant playbook →