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Dataset · Global · 3M+ Outlets

Global Restaurant Database — 3M+ outlets, menus & GPS

License clean, structured data on 3M+ restaurants across 50+ countries — including the UAE and Canada — chains and independents — with menus, prices, GPS, ratings and contact in one unified schema.

Free sample in 48 hours · No credit card · License any countries, cities or worldwide

3M+
Outlets
50+
Countries
26+
Fields
CSV·JSON
+ Parquet
Weekly
Refresh
Live · Global
◆ FDS
Outlets3.1M+
Countries50+
GPS-verified94%
SchemaUnified
FormatCSV·JSON·Parquet
Global restaurant database · chains + independents
★★★★★ 5.0 on Clutch & TrustpilotTrusted by foodservice, real-estate & investment teams220M+ web pages into data weekly
Overview

The complete Global restaurant dataset — ready to use

The Global Restaurant Database gives you every detail you need on 3M+ Global restaurants in one clean, normalized schema — so your team can target, analyze and build without months of collection.

Local currencies, languages and cuisine taxonomies are normalized so you can analyze across markets consistently — each record QA-validated and deduplicated worldwide.

License a single city or the full Global footprint, as a one-time file, scheduled feed or API.

Get answers like

  • Every Italian restaurant across 50+ countries
  • Chains by country and outlet count
  • Price benchmarks across markets
  • New openings by country
  • Cross-market cuisine analysis
// Who Licenses This

Built for teams that need Global restaurant data

From foodservice suppliers to investors — here's who uses the Global Restaurant Database and what they get out of it.

[ 01 ] img

Foodservice Suppliers & Distributors

Find and segment 180K+ outlets by cuisine, menu and location — build targeted prospect lists and grow distribution.

Outcome: bigger, sharper pipeline

[ 02 ] img

Real Estate & Site Selection

Analyze restaurant density, competition and white space across England, Scotland, Wales & NI before you sign a lease.

Outcome: smarter site decisions

[ 03 ] img

Investors & Analysts

Map chain footprints and market structure across UK for diligence and sector models.

Outcome: defensible market view

[ 04 ] img

Marketers & Agencies

Build segmented outreach lists by cuisine, price band, rating and location for higher-converting campaigns.

Outcome: lower CAC, better targeting

[ 05 ] img

Product & Data Teams

Seed apps, search and recommendation engines with verified, structured UK restaurant records.

Outcome: faster product launch

[ 06 ] img

Researchers & Consultants

Run large-scale studies on the UK restaurant landscape with clean, citable data.

Outcome: credible, repeatable analysis

// Data Points

26+ fields, restaurant + menu level.

Every record schema-validated. Custom fields on request.

idrestaurantNamebrandchainFlagrestaurantUrlcuisinestreetAddresscitystatepostalCodecountrylatitudelongitudetelephonewebsitepriceRangeratingValueratingCountopeningHoursmenuCategoriesmenuItemsCountavgItemPricedeliverypickupdineInlastUpdated
// Sample Data

A live Global Restaurant DB sample.

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

global_restaurant_database.preview
Restaurant City Cuisine Rating Reviews Price Type Menu Items Availability
Joe's Pizza New York, US Pizza 4.6 3,210 $$ Independent 48 Delivery · Pickup
Dishoom London, UK Indian 4.7 9,200 ££ Chain 60 Delivery · Dine-In
Ravi Restaurant Dubai, AE Pakistani 4.5 12,800 $$ Independent 70 Delivery · Dine-In
Chin Chin Melbourne, AU Thai 4.6 7,400 A$$$ Independent 58 Delivery · Dine-In
Schwartz's Montreal, CA Deli 4.6 8,900 C$$ Independent 26 Dine-In
Karim's Delhi, IN Mughlai 4.5 22,300 ₹₹ Chain 60 Delivery · Dine-In
{ "restaurantName": "Ravi Restaurant", "cuisine": "Pakistani", "city": "Dubai, AE", "country": "UAE", "latitude": 25.2048, "longitude": 55.2708, "priceRange": "$$", "ratingValue": 4.5, "ratingCount": 12800, "chainFlag": false, "menuItemsCount": 70, "delivery": true, "pickup": true, "dineIn": true }
restaurantName,city,cuisine,ratingValue,ratingCount,priceRange,type,menuItemsCount,availability Joe's Pizza,"New York, US",Pizza,4.6,3210,$$,Independent,48,Delivery|Pickup Dishoom,"London, UK",Indian,4.7,9200,££,Chain,60,Delivery|Dine-In Ravi Restaurant,"Dubai, AE",Pakistani,4.5,12800,$$,Independent,70,Delivery|Dine-In Chin Chin,"Melbourne, AU",Thai,4.6,7400,A$$$,Independent,58,Delivery|Dine-In Schwartz's,"Montreal, CA",Deli,4.6,8900,C$$,Independent,26,Dine-In Karim's,"Delhi, IN",Mughlai,4.5,22300,₹₹,Chain,60,Delivery|Dine-In
// Why This Database

Why teams choose our Global database.

[ 01 ] img

Verified & QA-checked

Every record validated and GPS-checked — not a scraped dump.

[ 02 ] img

Always fresh

Refreshed on demand or on a schedule — prices and menus stay current.

[ 03 ] img

Your exact schema

Delivered in the fields, format and cadence you specify.

[ 04 ] img

Compliant & ethical

Public data only, clean sourcing, procurement-ready.

[ 05 ] img

Chains + independents

Big brands and local outlets, fully tagged.

[ 06 ] img

Free sample in 48h

Validate quality on your target cities before you commit.

// FAQ

Global Restaurant Database FAQ

The UAE, Canada and 50+ more across the Americas, Europe, Middle East and APAC — with new markets added regularly.
Yes — tell us which countries and fields you need and we'll send a free sample within 48 hours, no credit card.
26+ fields in one unified schema: name, brand, address, GPS, cuisine, price range (local), ratings, reviews, hours, menu categories, contact and availability.
CSV, JSON or Parquet — one-time file, scheduled feed or API; loads into Snowflake, BigQuery, S3 and more.
Yes — currencies, languages and cuisine taxonomies are normalized for consistent cross-market analysis.
Yes — any combination of countries, cities or cuisines. Pricing from $10,000.
// Get Started

Get your free Global restaurant data sample in 48 hours.

Tell us your target cities and fields — we'll send a free sample so you can validate quality 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
India Office
202, Nr. Indraprastha Business Park
Makarba, Ahmedabad
Gujarat 380051

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