For market research
Sample the local-business landscape by category and city.
Pull a current, structured sample of local businesses — by category and city — to read a market's size, digital maturity, and competitive landscape from real Google Maps signals.
A structured sample per market
For any category in any city, pull a current, structured set of business listings — count, Google rating, review volume, and website presence — to read a local landscape. It is a focused sample, not a full census.
Compare markets on real signals
Website presence and rating distributions are real exported columns, so you can compare how digitally mature a category is from one metro to the next.
City-level, 3,900+ categories, 200+ countries
Scope each pull to a country, region, or city, with the same consistent fields every time — clean inputs for analysis, not a scrape you have to normalize.
Into your tools, deduplicated
Export CSV or sync to your own Supabase; records deduplicate on a stable business ID so repeated pulls stay clean as you build a panel over time.
Lead lists for this
Browse real, ready-to-export Google Maps lead lists by city:
See pricing · browse lead lists · other use cases