What is Restaurant Data? Datasets & Providers

Restaurant Data: Best Restaurant Datasets & Databases

What is Restaurant Data?

Restaurant data is information collected and analyzed from various sources within the restaurant industry. It includes data on customer preferences, sales, inventory, menu items, pricing, employee performance, and more. This data is used to gain insights, monitor consumer trends, make informed decisions, improve operations, marketing strategies, and overall customer experience in restaurants. In this page, you’ll find the best data sources for free restaurant databases.

Data Specialist Lucy
Lucy Kelly
Data Specialist

Best Restaurant Data Databases & Datasets

Here is Datarade's curated selection of top Restaurant Data. These trusted databases and datasets offer high-quality, up-to-date information.

Start icon5.0(1)

Xtract.io - Point-of-Interest (POI) Data | Locations data | All Darden restaurant locations in US

by Xtract
Available for 1 countries
2.11K Locations
12 months of historical data
95% Coverage
Starts at
$79 / purchase
Free sample preview
Pricing available upon request
Free sample preview
Pricing available upon request
Free sample preview
10% Datarade discount

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
Start icon5.0(17)
Pricing available upon request
Pricing available upon request
Free sample preview
Available Pricing:
Yearly License
Free sample preview
revenue share

US Restaurant POI dataset with metadata

Available for 1 countries
686K records
Starts at
$0.01$0.01 / per restaura...
Free sample preview
10% Datarade discount
Pricing available upon request
Free sample preview
Pricing available upon request

Restaurant Data Explained

How is Restaurant Data collected?

The collection of restaurant data is motivated by managers’ need to attract customers, retain them, and predict important marketing concepts currently available in the restaurant industry. Based on this fact, data collection in restaurants can either be from a primary source, which is data provided by the restaurant itself and made publicly available, or by third-party secondary sources that involve service providers devoted to collecting data about restaurant locations, their line of operations and customer reviews. Restaurants collect data about customers in their point of sale systems and apply it in the process of customer profiling, site selection, forecasting, customer relationship management, menu design, and overall productivity indexing. This information is therefore made available to third-party vendors who may use it to design marketing strategies as per the outsourcing terms provided by the restaurants.

What are the attributes of Restaurant Data?

The key attributes of restaurant data highlight recorded information about the precise location of the listed restaurants, and their line of operations such as fast-food chains, coffee, and beverage shops, and delivery and outside catering services. Additionally, restaurant data is also attributable to information concerning restaurant reviews that are provided by customers to evaluate the quality of service and delivery, menu items listed, and the cost of food. Some datasets and databases also show information about food establishment inspection scores for some restaurants, an attribute that is meant to show how effectively restaurants adhere to food safety standards.

What are the uses of Restaurant Data?

The availability of restaurant data is an important factor not only for people looking to seek out the services of the restaurant but also for the restaurant itself. This data helps potential customers track down the exact locations of restaurants which can either be chain locations, independent locations, location owners, and franchise delineated locations. From the restaurant reviews that may appear in some datasets, potential customers can make informed decisions concerning the best restaurant to seek services from by comparing the price ranges, and quality of service rendered. For restaurants, this data is important in helping the management gauge the performance of the restaurant and how best to customize marketing strategies as per the restaurant data. Datasets that provide information about restaurant inspections can be crucial especially for industry regulators and authorities to keep track of how restaurants adhere to the set standards of operation.

How can a user assess the quality of Restaurant Data?

The quality of restaurant data can be assessed by a user by considering the aspect of the level of completion and accuracy of information provided in the dataset. For a user looking to know the exact location of a given restaurant, incomplete and inaccurate information may lead to frustration due to time and resources lost in trying to find the restaurant. It is therefore imperative that this data is as accurate as possible in terms of location tracing and the precise line of operations the restaurant is involved with. Time is an important variable of quality for restaurant data. The data must therefore be up to date to help visualize the exact real-time attributes of the restaurant.

Frequently Asked Questions

Where can I buy Restaurant Data?

Data providers and vendors listed on Datarade sell Restaurant Data products and samples. Popular Restaurant Data products and datasets available on our platform are Xtract.io - Point-of-Interest (POI) Data | Locations data | All Darden restaurant locations in US by Xtract, DoorDash Consumer Transaction Data | Restaurant & Food Delivery Transaction Data | Asia, Americas | Granular & Aggregate Data available by Measurable AI, and Restaurant and Menu Data Scraping | Doordash | FoodPanda | UberEats | JustEat| Zomato by ultroNeous Technologies.

How can I get Restaurant Data?

You can get Restaurant Data via a range of delivery methods - the right one for you depends on your use case. For example, historical Restaurant Data is usually available to download in bulk and delivered using an S3 bucket. On the other hand, if your use case is time-critical, you can buy real-time Restaurant Data APIs, feeds and streams to download the most up-to-date intelligence.

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