Real Estate

Location Data for Real Estate Analytics

Enrich real estate analysis with accurate POI, building footprint, and mobility data.

Use Cases for Real Estate

Site Selection

Places data to help data scientists ensure a location will drive valuable business results.

Investment Research

Develop models and forecasts with real-world information to power due diligence and portfolio management.

Urban Planning

Accurate and precise points of interest (POI), building footprint, and foot traffic data reveal where people go, and how easy it is for them to get there.


Highly accurate POI, building footprint, and consumer behavior data power the most cutting-edge apps and products.

Competitive Intelligence

Map the competitive landscape and build your strategy with accurate POI, place footprint, and consumer behavior data.

Consumer Insights

See who your customers are, what they spend, and what other brands they engage with.

With tracking, consent, and privacy being such hot-button issues these days, we needed to make sure we had all of our bases covered. SafeGraph ended up being the perfect combination of data quality, business integrity, and standardized delivery—all wrapped into one.

- Scott Stoltzman, Director of Data Science, RCLCO

We pored through spreadsheets to isolate categories and look for issues in the data. And SafeGraph was the clear winner. There was just so much weird, junky stuff in the other datasets, it just didn't pass basic data quality. So kudos to SafeGraph for a solid product.

- Nic Babb, VP of Product, Adomni

Our work-from-home variable, fueled by SafeGraph data, became the dominant predictor of a new baseline and, even more, was stronger than any other economic variables we had previously used.

- Mark Garratt, Partner and Co-Founder, in4mation insights

SafeGraph data gave IdealSpot an extensive and reliable perspective on local market conditions across America and enabled IdealSpot to model business performance in ways that were impossible before.

- Josh Winters, Chief Technology Officer, IdealSpot

From the beginning of our data sourcing process, SafeGraph provided the most comprehensive and actionable POI dataset. Their coverage of the top 1,000 restaurants is unmatched and invaluable.

- Ben Anderson, Senior Manager of Market, Customer, and Competitive Intelligence, Sysco

Enhance Commercial Real Estate Market Research with Location Data

IdealSpot provides the commercial real estate ecosystem with data-driven local market intelligence and risk analysis powered by SafeGraph data.

Enhance Commercial Real Estate Market Research with Location Data

Understand Where Consumers Are Going, When They Go, Who They Are - and What That Means for Real Estate

Consult reliable location data when building your retail strategy and identify customer profiles, brand affinities, and behavior trends that lead to stronger investments backed by researched insights.

Understand Where Consumers Are Going, When They Go, Who They Are - and What That Means for Real Estate

Access Extensive Coverage Across Brands and Categories

Use SafeGraph data to further segment your analysis by specific brands or NAICS code categories. See our global coverage of top brands to compare and contrast markets.

Quality data ingredients at scale

Quality is your priority, so it's ours too. We rigorously verify our data to power your products with the highest quality ingredients.








Countries & Territories

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