51M+

POI Globally

12,000+

Brands Globally

>90%

Fill Rates

CCPA

Compliant

SafeGraph Data Products: APIs & Datasets

Explore SafeGraph’s datasets, databases, and data feeds.

Point of interest (POI) data, such as brand, address, location, lat/log, open-hours, and NAICS category. This high-quality POI data also ...

11M POI (Points of Interest)

3 countries covered

3 years of historical data

Point of Interest (POI) footprints and spatial hierarchy metadata. Available for ~22M POI (Geometry metadata not provided for closed POIs).

7.8M POI

100% fill rates

3 countries covered

3 years of historical data

SafeGraph Places is a dataset containing geospatial and business listing information about points of interest (POI) such as location name...

600K POI

Canada covered

3 years of historical data

SafeGraph Places is a dataset containing geospatial and business listing information about points of interest (POI) such as location name...

1.3M POI

United Kingdom covered

3 years of historical data

Includes SafeGraph and PredictHQ Combined Sample Dataset of Restaurants and Nearby Events in the US.

USA covered

Build your own audience of visitors by leveraging SafeGraph's Places and Geometry data to accurately determine visitors from location pin...

8M POI

3 countries covered

3 years of historical data

View all Data Products

SafeGraph Pricing & Cost

Learn about SafeGraph’s prices, subscription cost, and API pricing.

We make our data available via annual subscription.

SafeGraph’s APIs and datasets range in cost from $0.05 / purchase to $30,000 / year. SafeGraph offers free samples for individual data requirements. Get talking to a member of the SafeGraph team to receive custom pricing options, information about data subscription fees, and quotes for SafeGraph’s data offering tailored to your use case.

Receive detailed pricing

SafeGraph Reviews

Read authentic reviews about SafeGraph from your peers.

5.0 (17 reviews)

Anonymous

University of Pittsburgh

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“I am using SafeGraph’s data for my researching related to hourly popularity of venues. Previously, I could not find any data source providing hourly popularity of venues. Foursquare may be a candidate, but its API has so many restrictions and only provides a total visit count for each venue. However, SafeGraph provides hourly popularity of venues. It also provides hours of operations for venues, and devices staying so long time for each venue. This way, I can know which part of popularity is contributed by the employees of a venue. By subtracting it, I can know the real popularity contributed by customers. I am really happy that SafeGraph’s data helps move forward my research!”

Anonymous

Placekey

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“After evaluating a number of POI data vendors, it was clear that SafeGraph's data is the most accurate. Although they don't convert as many POI as other providers, you know the ones they have in their data are accurate. Their docs and resources are also really helpful. I use their matching service regularly to clean up our data and rely on their Patterns data for our site selection and demand planning. ”

Anonymous

University at Buffalo

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“Very useful dataset! We used SafeGraph dataset to examine the visiting behavior of people to different alcohol outlets, like bars and liquor stores. The dataset covers the entire US and provides good privacy protection (as the data are aggregated to POIs and census block groups).”

Anonymous

University of Michigan

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“Academic research on 1) COVID-19, to study the effects of lockdown policies on social distancing behavior., 2) the George Floyd protests, developing a method to detect protest locations, 3) the Capitol insurrection. The data was offered in the context of the SafeGraph data consortium. ”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“Very useful and informative dataset! The columns contained in the data are very thoroughly constructed. The platform is easy to use, instructions are well documented. Downloading data is effortless. The community is very active and product managers are fast in replying questions.”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“Woring withSafegraph data has been an excellent experience. I have been working with Safegraph data for a couple of months now and am continually impressed. Safegraph provides an extremely rich dataset in addition to responsive technical support and customer service.”

J. Hathaway

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“We work at the intersection of academia and business with an on-campus consulting class. As we tried to find traffic data, SafeGraph became the choice. Most other data vendors required generalized purchases like the entire state or city. We didn't need that much data. Plus, it added a lot of complications in data munging and experience with complex spatial formats. With SafeGraph, we could get a complex set of spatial data in a compact and tidy table format for only the specific locations that we needed. The shop.safegraph.com store is simple to work with and easy to navigate. Their Slack community is impressive. Questions are generally answered in minutes. I am a big fan.”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“I use SafeGraph for location data, visits data, and spend data. It takes a little bit to get going (if you know Python, R, STATA, or another common language), perhaps a couple of hours. The data have proven to be predictive and quite useful for many types of projects. Well worth the money.”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“I'm an academic that uses Safegraph for modeling demand to different in-person businesses. Their data is clean, extremely well documented and Safegraph's team responds almost immediately when I have a concern. Their geometry data (shapefiles of business locations) is quite impressive in terms of coverage and precision. With Safegraph data, I was able to recover very high-frequency demand data, something that is rare and particularly useful when matching this data with other high-frequency datasets.”

Anonymous

Hidden Company

4.8

Data Quality

Data Volume

Value for Money

Customer Service

“I used SafeGraphs patterns, core, and census block group geometries data. Very easy to use and nicely aggregated data. The reason I'm giving 4 stars for data volume is because for the whole month there were around 2k visitors to a POI which seems a little on the lower side. This could be due to limitations in data collection”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“I'm been using pattern and core-place data set from Safegraph for my research. The data set is increadible, very high quality and super tidy. For the Safegraph shop, easy to filter and download data. Also, the Safegraph community is super helpful, whenever a have questions, I will get response very soon! ”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“I use Safegraph mobile location data to evaluate store-level traffic for a variety of local and national retail stores. I've found the ability to determine which home Census blocks store visitors arrive from. The data is well-structured, accessible and there's great API documentation”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“SafeGraph's data has proven particularly useful in site selection and evaluating competitive opportunities. They have a ton of resources available to help you get started, which is important because their product offering can be a bit daunting at first. In our experience, SafeGraph data is most valuable when joined with other datasets, such as US Census demographics. We're excited to use their non-USA products next!”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“Super helpful dataset! Using the data to determine externalities of COVID-19 policies. Data is incredibly informative, and the SafeGraph team is phenomenal! They have excellent resources and help available. ”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“I used SafeGraph for point data and I found that it was farily easy to import into R without a lot of cleaning. The only kind of cleaning that I needed to do was to organize all the locations; however, for the most part the locations were consistent with the category of the data that I pulled. If I did have any trouble with the data I was able to get hep through the slack channel. In general the data was easy to use, there was a large volume that was worth the money and support is there. ”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“We are using safegraph data to research on the foot traffic of airports in the U.S. We find it very helpful with lots of documentation. The customer support is awesome. You can post in the slack channel and got a response very quickly”

Anonymous

Hidden Company

5.0

Data Quality

Data Volume

Value for Money

Customer Service

“I have used SafeGraph data for a multitude of use cases, most recently to track visits between competing fast food brands. This helped me determine the value that renovating a chain has on the business. Great slack community and amazing data retrieval with a multitude of options (i.e. AWS CLI, web portal, etc)”

Your Review

There are still only a few reviews and ratings for SafeGraph at the moment. Have you worked with SafeGraph? You can help other data professionals better understand SafeGraph’s data products and services by leaving a review now.

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About SafeGraph

Learn more about SafeGraph’s data sources, use cases, and integrations.

SafeGraph in a Nutshell

SafeGraph is a data company. That’s it - that’s all we do. We predict the past. We want to understand how humans interact with the physical world. We are a market leader in accurate location data.

SafeGraph builds truth sets for machine learning, deep learning, and AI. We access truth sets by working with companies to securely manage, enhance, and monetize data.

SafeGraph is unlocking the world’s most powerful data so that machines and humans can answer society’s toughest questions.

Headquarters

USA

Country Coverage

Africa (58)

Algeria

Angola

Benin

Botswana

Burkina Faso

Burundi

Cabo Verde

Cameroon

Central African Republic

Chad

Comoros

Congo

Congo (Democratic Republic of the)

Côte d'Ivoire

Djibouti

Egypt

Equatorial Guinea

Eritrea

Ethiopia

Gabon

Gambia

Ghana

Guinea

Guinea-Bissau

Kenya

Lesotho

Liberia

Libya

Madagascar

Malawi

Mali

Mauritania

Mauritius

Mayotte

Morocco

Mozambique

Namibia

Niger

Nigeria

Rwanda

Réunion

Saint Helena, Ascension and Tristan da Cunha

Sao Tome and Principe

Senegal

Seychelles

Sierra Leone

Somalia

South Africa

South Sudan

Sudan

Swaziland

Tanzania, United Republic of

Togo

Tunisia

Uganda

Western Sahara

Zambia

Zimbabwe

Asia (51)

Afghanistan

Armenia

Azerbaijan

Bahrain

Bangladesh

Bhutan

Brunei Darussalam

Cambodia

China

Cyprus

Georgia

Hong Kong

India

Indonesia

Iran (Islamic Republic of)

Iraq

Israel

Japan

Jordan

Kazakhstan

Korea (Democratic People's Republic of)

Korea (Republic of)

Kuwait

Kyrgyzstan

Lao People's Democratic Republic

Lebanon

Macao

Malaysia

Maldives

Mongolia

Myanmar

Nepal

Oman

Pakistan

Palestine, State of

Philippines

Qatar

Saudi Arabia

Singapore

Sri Lanka

Syrian Arab Republic

Taiwan

Tajikistan

Thailand

Timor-Leste

Turkey

Turkmenistan

United Arab Emirates

Uzbekistan

Vietnam

Yemen

Europe (51)

Albania

Andorra

Austria

Belarus

Belgium

Bosnia and Herzegovina

Bulgaria

Croatia

Czech Republic

Denmark

Estonia

Faroe Islands

Finland

France

Germany

Gibraltar

Greece

Guernsey

Holy See

Hungary

Iceland

Ireland

Isle of Man

Italy

Jersey

Latvia

Liechtenstein

Lithuania

Luxembourg

Macedonia (the former Yugoslav Republic of)

Malta

Moldova (Republic of)

Monaco

Montenegro

Netherlands

Norway

Poland

Portugal

Romania

Russian Federation

San Marino

Serbia

Slovakia

Slovenia

Spain

Svalbard and Jan Mayen

Sweden

Switzerland

Ukraine

United Kingdom

Åland Islands

North America (13)

Belize

Bermuda

Canada

Costa Rica

El Salvador

Greenland

Guatemala

Honduras

Mexico

Nicaragua

Panama

Saint Pierre and Miquelon

United States of America

Oceania (25)

American Samoa

Australia

Cook Islands

Fiji

French Polynesia

Guam

Kiribati

Marshall Islands

Micronesia (Federated States of)

Nauru

New Caledonia

New Zealand

Niue

Norfolk Island

Northern Mariana Islands

Palau

Papua New Guinea

Pitcairn

Samoa

Solomon Islands

Tokelau

Tonga

Tuvalu

Vanuatu

Wallis and Futuna

South America (42)

Anguilla

Antigua and Barbuda

Argentina

Aruba

Bahamas

Barbados

Bolivia (Plurinational State of)

Bonaire, Sint Eustatius and Saba

Brazil

Cayman Islands

Chile

Colombia

Cuba

Curaçao

Dominica

Dominican Republic

Ecuador

Falkland Islands (Malvinas)

French Guiana

Grenada

Guadeloupe

Guyana

Haiti

Jamaica

Martinique

Montserrat

Paraguay

Peru

Puerto Rico

Saint Barthélemy

Saint Kitts and Nevis

Saint Lucia

Saint Martin (French part)

Saint Vincent and the Grenadines

Sint Maarten (Dutch part)

Suriname

Trinidad and Tobago

Turks and Caicos Islands

Uruguay

Venezuela (Bolivarian Republic of)

Virgin Islands (British)

Virgin Islands (U.S.)

Featured in

Best Data Providers For Location-Based Marketing

September 24, 2020

Top 10 POI Data Providers & APIs

March 10, 2020

Visit Attribution
Site Selection & Real Estate
Alternative Data
Underwriting
Market Research
Location-based Audiences
Geospatial & Map Enrichment
Consumer Data
Competitive Intelligence

Advertising Audience Segmentation Audience Targeting Business Intelligence (BI) Demand Forecasting

Demand Planning

Digital Out-of-home (DOOH) Advertising

Location Analytics

Show 7 more

Certifications & Associations

Data Sources & Collection

We onboard data from thousands of diverse sources. We compare, de-dupe, cross-reference, and discard bad data.

Our building footprints are derived from satellite imagery and supplemented with hand-drawn polygons.

We use machine learning and human feedback to associate POI business listing info with building footprints.

We algorithmically classify brands and denote spatial hierarchy. POIs (like restaurants) can exist within other POIs (like airports).

Key Differentiators

ALL OF THE SIGNAL, NONE OF THE NOISE
Business category, open hours, and more are associated with each place. Closed stores can be filtered out. Irrelevant businesses (like home LLCs with no employees) are kept out.

DETAILED & ACCURATE GEOMETRY
Building footprints are derived from satellite imagery and places are spatially hierarchical. Polygons for sub-stores are specified and tied to their parent store geometry (e.g. Starbucks inside a strip mall). SafeGraph’s geofences offer the most precise understanding in the market on where stores are located.

Data Privacy

View our privacy policy for a detailed description of our policies.

CCPA compliant

GDPR compliant

View Privacy Policy

Integrations

What are you looking for?

Elianne
from SafeGraph is ready to assist you

8h Avg. response time

100% Response rate

Frequently asked questions about SafeGraph

What does SafeGraph do?

SafeGraph is a data company that builds datasets on the physical world for teams at ESRI, Microsoft, Verizon, and Mapbox. Our high-precision Places dataset covers business listings and building footprints/polygons for every place where people spend money and time.

How much does SafeGraph cost?

What kind of data does SafeGraph have?

Location Data, Map Data, Business Listings Data, Satellite Data, and 24 others

What data does SafeGraph offer?

We focused on providing the most accurate data on physical places.

How does SafeGraph collect data?

We onboard data from thousands of diverse sources. We compare, de-dupe, cross-reference, and discard bad data. Our building footprints are derived from satellite imagery and supplemented with hand-drawn polygons. We use machine learning and human feedback to associate POI business listing info with building footprints. We algorithmically classify brands and denote spatial hierarchy. POIs (like restaurants) can exist within other POIs (like airports).

What’s SafeGraph’s data privacy policy?

View our privacy policy for a detailed description of our policies.

What are the best use cases for SafeGraph’s data?

Visit Attribution Site Selection & Real Estate Alternative Data Underwriting Market Research Location-based Audiences Geospatial & Map Enrichment Consumer Data Competitive Intelligence

What platforms is SafeGraph integrated with?

AppNexus Data Marketplace, LiveRamp IdentityLink™ Data Store, Narrative I/O, ThinkDataWorks Marketplace, AWS Data Exchange, CARTO Data Observatory, Snowflake Data Marketplace, Cherre, Placekey, Databricks Marketplace, and Dewey

SafeGraph

SafeGraph Data Products: APIs & Datasets

SafeGraph Pricing & Cost

SafeGraph Reviews

Your Review

SafeGraph Competitors & Alternatives

About SafeGraph

SafeGraph in a Nutshell

Country Coverage

Data Offering

Featured in

Use Cases

Certifications & Associations

Data Sources & Collection

Key Differentiators

Data Privacy

Integrations

What are you looking for?

Frequently asked questions about SafeGraph