What is Restaurant Location Data? Examples, Datasets and Providers

Restaurant location data provides information on dining establishments’ locations, important for market research and customer outreach. Here’s a guide and our top picks for restaurant location data providers.
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Eugenio Caterino
Editor & Data Industry Expert

What is Restaurant Location Data?

Restaurant location data refers to information about the physical locations of restaurants. Restaurant location datasets often include a wide range of information, such as business name, address, geographic coordinates (latitude and longitude), cuisine type, operational status, open/close dates, and customer ratings. This data is valuable for various purposes, including market analysis, site selection, and navigation services.

What Are Examples of Restaurant Location Data?

Examples of restaurant location data include:

  • Restaurant Name: Official name of the restaurant.
  • Address: Full physical address, including street, city, and postal code.
  • Coordinates: Latitude and longitude for precise mapping.
  • Contact Information: Phone number, email address, and website.
  • Business Hours: Opening and closing times, including days of operation.
  • Cuisine Type: Classification, such as Italian, Chinese, or fast food.
  • Ratings and Reviews: Customer feedback and star ratings.

Best Restaurant Location Datasets & APIs

5.0(17)

Restaurant Location Data | Global Restaurant POIs | SafeGraph Places

Available for 182 countries
11M POI (Points of Interest)
2 years of historical data
Starts at
$0.10 / purchase
Free sample preview
5.0(1)

Global Quick Service Restaurant Location Data

Available for 249 countries
300K Locations
20 years of historical data
Starts at
$0.09$0.08
10% Datarade discount
5.0(1)

Xtract.io - Location Data | All Dickey's Restaurant Brand Locations in US

by Xtract
Available for 1 countries
1.57K records
12 months of historical data
96% accuracy
Starts at
$60 / purchase
Free sample preview
5.0(2)
Pricing available upon request
Free sample preview
Pricing available upon request
Free sample preview
20% revenue share

Quadrant Global Raw Location Data - Restaurant Traffic Data - 900+ Million Unique Devices

Available for 249 countries
900 Million Devices
2 years of historical data
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview
4.9(2)

Factori High Fidelity Mobility Data| Precised Mobile Location Data:200 Billion+ Locations|

by Factori
Available for 194 countries
214M Total Daily Pings
1 years of historical data
90% Vertical Accuracy
Starts at
$5,000 / month
Free sample preview
5.0(1)

Restaurant Database Worldwide: 4M+ Restaurants, bars and cafes from 240 Countries, Expansion Opportunities

Available for 240 countries
4M Company Data
4 years of historical data
98% Quality Rate
Starts at
€0.25 / record
Pricing available upon request
Free sample preview
5.0(3)

The Data Appeal | Point of Interest (POI) Data | Location Data | Map Data | 200 Million + POI Data Mapped | Sentiment & Popularity insights

Available for 249 countries
320 Billion Pieces of Online Content Analyzed Each Day
4 years of historical data
80% match rate
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview

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List your data on our global B2B marketplace to reach 100k monthly buyers

Restaurant Location Data Use Cases

Frequently Asked Questions

How Accurate is Restaurant Location Data?

The accuracy of restaurant location data can vary depending on the provider and how the data is sourced. For example, some providers report accuracy levels as high as 95% or even 97%, meaning the data closely reflects real-world locations. For the best results, we suggest choosing a provider that offers regular data validation and high accuracy guarantees.

How Frequently is Restaurant Location Data Updated?

The update frequency for restaurant location data can range from real-time to weekly, monthly, or even quarterly, depending on the provider and the specific dataset. For businesses that need up-to-date information on openings and closings, such as those in retail or logistics, we recommend opting for a dataset that is updated weekly or monthly.

How is Restaurant Location Data Delivered?

Restaurant location data can be delivered in a variety of formats, such as .csv, .json, or .xls, and through methods like S3 buckets, APIs, or email. If you need real-time access, some providers also offer API integrations for continuous updates. We recommend choosing a delivery method that fits your current data management systems.

How Much Does Restaurant Location Data Cost?

The cost of restaurant location data varies based on several factors, including geographic coverage, volume of data, and update frequency. On average, pricing can start as low as $0.08 to $0.10 per data point for one-off purchases. For larger datasets or ongoing access, monthly or yearly subscriptions are common, with prices ranging from $500 per month to $30,000 per year. Many providers also offer free data samples on Datarade, allowing you to evaluate the data before committing. We suggest starting with a sample to ensure the data meets your needs.

What Geographic Areas Are Covered by Restaurant Location Data?

Restaurant location data is available globally, with datasets covering regions such as North America, Europe, Asia, and South America. Some datasets even provide information on more than 240 countries, making it possible to conduct global market analyses or local site selection. If you’re focusing on a particular region or country, be sure to check that the dataset offers sufficient coverage for your target area.

Can Restaurant Location Data Be Combined with Other Data Types?

Yes, restaurant location data can be integrated with other datasets, such as demographic data, foot traffic data, or competitive analysis tools, to create a richer analysis. For a more holistic approach, we recommend combining restaurant location data with other geospatial data types for deeper insights.

Can I Request Custom Restaurant Location Data?

Yes, many providers offer custom datasets tailored to your specific needs. Whether you need additional attributes like customer sentiment, cuisine type, or want coverage for a specific geographic region, custom restaurant location data can be crafted to meet your requirements. If your project requires unique insights or data attributes, we recommend contacting the provider to explore custom data options.