Global Bar & Restaurant Data | Point of Interest (POI) Data | 31M+ Locations
Points of Interest, Building Polygons, and Foot Traffic Counts for 31M+ Bars and restaurants globally.
API AccessPAID
Est. Price
~$15,000/yr est.
Update Frequency
Daily
Pricing Tiers
1
Regions
1
Quality SignalsA
Freshness
Recently enriched
Complete
94%
API
API Available
Product Overview
Geospatial Intelligence and POI Data$
Offering: Global point-of-interest (POI) datasets and mobility analytics delivered via API to support site selection, market expansion, and retail performance modeling.
Best for: Retail analysts and real estate developers performing site selection and competitive benchmarking in emerging or global markets.
Benefits
- Extensive global coverage of 350M+ POIs
- High-frequency weekly and daily data updates
- Strong focus on data accuracy and location anchoring
- Competitive pricing model relative to enterprise-grade geospatial peers
- Seamless API-first delivery for automated data enrichment
Drawbacks
⚠ Less brand recognition in financial services compared to established incumbents like Foursquare · ⚠ Limited depth in proprietary consumer behavioral insights beyond mobility and foot trafficProduct Intelligence
Value Score
44
quality per $
Coverage
95
geo × freq × depth
Try-ability
15
ease of trial
Market concentration: 100% (concentrated — few vendors)
Product Details
Use Cases
Site selectioncompetitive benchmarkingmarket penetration analysisfoot traffic modelingsupply chain optimizationreal estate investment analysis
Categories
ADVERTISING_AND_MARKETINGRETAILGEOSPATIAL
Coverage
Global
Delivery
API
Tags
ASSET_TYPE_DATA_TABLE
Data Sources
geolocation mobile
Detected Use Cases
competitive intelligencereal estatesupply chain
Pricing Tiers
Vedex estimate
~$15,000/yr est.
PAIDMEDIUM
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Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$15,000/yr est.
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Data Dictionary
Expected fields and columns in this data product
About Global Bar & Restaurant Data | Point of Interest (POI) Data | 31M+ Locations
Global Bar & Restaurant Data | Point of Interest (POI) Data | 31M+ Locations is a advertising_and_marketing data product offered by dataplor, available on databricks_marketplace. Data is updated daily. API access is available for programmatic integration. Vedex estimates pricing at roughly $15,000/yr (an estimate, not a vendor-published price).
Points of Interest, Building Polygons, and Foot Traffic Counts for 31M+ Bars and restaurants globally.
About dataplor
dataplor is a data provider vendor based in USA. dataplor is a global location intelligence company that provides high-quality, verified point-of-interest (POI) data to help businesses understand the physical world. By leveraging a combination of AI...
Related Data Categories
ADVERTISING_AND_MARKETINGRETAILGEOSPATIAL