Geospatial Datasets for Management Consultancies

SafeGraph points of interest (POI), building footprint, and mobility datasets power successful client projects in retail, financial services, government, and more.

Use Cases for Consultants

Site Selection

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


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

Risk Assessment

Accurate and precise points of interest (POI), building footprint, and foot traffic data for more specific insurance policy pricing and risk analytics.

Trade Area Analysis

Trade area analysis fueled by accurate data can forecast whether a business will succeed or fail in a given geographic area.

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

"We’re going a step further by measuring the tension between economic recovery and disease transmission. Other data companies only measure economic recovery. There’s a difference between how much people are buying online and how much they’re out in public."

- Tommy Bohrmann, Chief Scientific Officer

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

Uncover Complex Market and Brand Insights in a Changing Economy

Sysco relies on SafeGraph to provide the most comprehensive and actionable POI dataset for analyzing market and brand trends on a weekly basis. See why they say SafeGraph’s coverage of the top 1,000 restaurants is “unmatched and invaluable.”

Uncover Complex Market and Brand Insights in a Changing Economy

Measure the Impact of Consumer Activity

Leverage SafeGraph data to develop proposals for clients with informed recommendations based on researched market and brand trends that factor in historical consumer behavior.

Measure the Impact of Consumer Activity

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 feed your data models with the highest quality ingredients.








Countries & Territories

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