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Dataset · POI · GPS-Verified

Restaurant POI Dataset — GPS, address, hours & contact

Every restaurant as a mappable point of interest — verified GPS, address, hours, phone and category. Power maps, routing, geo-analysis and last-mile.

Free sample in 48 hours · No credit card · License by city, region or country

12M+
POIs
96%
GPS-verified
40+
Countries
GeoJSON
+ CSV·JSON
Weekly
Refresh
Live · POI
◆ FDS
POIs12.4M+
GPS-verified96%
With hours88%
With phone82%
FormatCSV·JSON·GeoJSON
Restaurant POIs · GPS-verified · geo-ready
★★★★★ 5.0 on Clutch & TrustpilotTrusted by mapping, delivery & geomarketing teams220M+ web pages into data weekly
Overview

Restaurants, as geo-ready points

The Restaurant POI Dataset turns every restaurant into a clean point of interest — rooftop-accurate GPS, full address, opening hours, phone and category — ready to drop into maps and GIS.

Delivered in CSV, JSON or GeoJSON with lat/long, normalized across 40+ countries.

Built for mapping, routing, geo-analysis and last-mile logistics.

Get answers like

  • Restaurant density by neighborhood
  • Nearest outlets to any point
  • Open-now by location & hour
  • Coverage gaps for delivery zones
  • Geo clusters by category
// Geo-Ready

Built for maps & GIS.

Delivered in the formats and identifiers your geo-stack already speaks.

GeoJSONWKTlat / longH3 indexgeohashplaceIdMapbox-readyGoogle MapsSnowflakeBigQueryPostGISTableau
// Who Licenses This

Built for teams that map the world

Mapping, delivery and geomarketing teams that need restaurants as clean, accurate points.

[ 01 ] img

GIS & Mapping Teams

Drop rooftop-accurate restaurant POIs straight into your maps and spatial analysis.

Outcome: richer, accurate maps

[ 02 ] img

Last-Mile & Delivery

Plan zones, routing and ETAs with precise restaurant coordinates.

Outcome: tighter delivery ops

[ 03 ] img

Navigation & Apps

Power search, discovery and 'near me' with verified POIs and hours.

Outcome: better app experience

[ 04 ] img

Geomarketing

Target campaigns by restaurant density and category at street level.

Outcome: sharper geo-targeting

[ 05 ] img

Real Estate

Assess foot-traffic and competition by neighborhood before signing.

Outcome: smarter site picks

[ 06 ] img

Market Research

Study restaurant geography and clustering across markets.

Outcome: credible geo-analysis

// Data Points

15 fields, POI level.

Every location schema-validated and GPS-checked. Custom fields on request.

poiIdnamecategorycuisinestreetAddresscitystatepostalCodelatitudelongitudephoneopeningHourspriceRangeisOpen24hplaceId
// Sample Data

A live restaurant POI data sample.

The actual data you'll receive — delivered as table, JSON, CSV, GeoJSON, API feed or map.

restaurant_poi_dataset.preview
Name Category Address Lat / Long Hours Phone
Joe's Pizza Pizzeria 7 Carmine St, New York, NY 40.7305, -74.0029 11:00–04:00 (212) 366-1182
Blue Bottle Coffee Cafe 66 Mint St, San Francisco, CA 37.7825, -122.4036 06:30–19:00 (510) 653-3394
Franklin Barbecue BBQ 900 E 11th St, Austin, TX 30.2701, -97.7313 11:00–18:00 (512) 653-1187
Lou Malnati's Pizzeria 439 N Wells St, Chicago, IL 41.8902, -87.6340 11:00–23:00 (312) 828-9800
Shake Shack Burgers 691 8th Ave, New York, NY 40.7580, -73.9897 10:30–24:00 (646) 435-0136
Sweetgreen Salads 1110 S Lamar Blvd, Austin, TX 30.2530, -97.7700 10:30–22:00 (512) 555-0148
{ "name": "Joe's Pizza", "category": "Pizzeria", "address": "7 Carmine St, New York, NY", "latLong": "40.7305, -74.0029", "hours": "11:00–04:00", "phone": "(212) 366-1182" }
name,category,address,latLong,hours,phone Joe's Pizza,Pizzeria,"7 Carmine St, New York, NY","40.7305, -74.0029",11:00–04:00,(212) 366-1182 Blue Bottle Coffee,Cafe,"66 Mint St, San Francisco, CA","37.7825, -122.4036",06:30–19:00,(510) 653-3394 Franklin Barbecue,BBQ,"900 E 11th St, Austin, TX","30.2701, -97.7313",11:00–18:00,(512) 653-1187 Lou Malnati's,Pizzeria,"439 N Wells St, Chicago, IL","41.8902, -87.6340",11:00–23:00,(312) 828-9800 Shake Shack,Burgers,"691 8th Ave, New York, NY","40.7580, -73.9897",10:30–24:00,(646) 435-0136 Sweetgreen,Salads,"1110 S Lamar Blvd, Austin, TX","30.2530, -97.7700",10:30–22:00,(512) 555-0148
// Why This Dataset

Why teams choose our location data.

[ 01 ] img

GPS-verified

Every location validated to rooftop/entrance accuracy — not approximate.

[ 02 ] img

Geo-ready formats

CSV, JSON and GeoJSON with lat/long — drops straight into your maps and GIS.

[ 03 ] img

Expansion deltas

Track new openings, closures and moves over time, not just a snapshot.

[ 04 ] img

Compliant & ethical

Public location data only, clean sourcing, procurement-ready.

[ 05 ] img

Any market

License a single metro or dozens of countries.

[ 06 ] img

Free sample in 48h

Validate coverage and accuracy before you commit — no credit card.

// FAQ

Restaurant POI Dataset FAQ

96% are rooftop/entrance-accurate; every POI is GPS-verified, not just geocoded from an address.
CSV, JSON and GeoJSON with lat/long — ready for Mapbox, Google Maps, PostGIS, Snowflake and BigQuery.
poiId, name, category, cuisine, address, city, state, postalCode, latitude, longitude, phone, openingHours, priceRange, isOpen24h and placeId.
Yes — tell us your area and we'll send a free sample within 48 hours, no credit card.
Refreshed weekly (or on your schedule) so closures, moves and new openings are captured.
Yes — by city, region or country. Pricing scales to scope.
// Get Started

Get your free restaurant POI data sample in 48 hours.

Tell us your target area and fields — we'll send a free sample so you can validate coverage and accuracy before licensing. No credit card, no commitment.

Get a Free Food Data Sample

Get a Free Food Data Sample in 48 Hours.

Tell us your platforms, target markets and required fields — we'll map exactly what's possible with food data scraping, recommend the right approach, and send a working sample so you can verify quality before any commitment.

Free pilot — 1,000 records, no credit card
48-72 hour sample turnaround
GDPR-aligned · public data only · NDA on request
5★ rated on Clutch, GoodFirms & Trustpilot
Singapore Office
60 Paya Lebar Rd, #11-22
Paya Lebar Square
Singapore 409051
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