Financial Services

Geospatial Alternative Data for Investment Research

Enhance models and forecasts with up-to-date location, consumer, and business data.

Use Cases for Financial Services

Investment Research

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

Risk Assessment

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

Consumer Insights

See who your customers are, where they come from, and what other brands they visit.

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, Product

Our model hit a performance ceiling, but adding SafeGraph Patterns data helped us break a key threshold which helped us close a major deal.

- Felipe Penha, Analytics Manager for CPG Vertical

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

Using SafeGraph’s POI and business listing data helped Dosh onboard new retailers faster onto our platform which decreased time-to-revenue, speeding up our whole business.

- James Fenelon, Director of Product Management

"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

Alternative Data for More Accurate Modeling and Forecasting

When combined, alternative datasets reveal much more than they can independently. Connections can be made between high-performing stores or products and demographic profiles that provide valuable information for competitive analysis and investment research. 

Alternative Data for More Accurate Modeling and Forecasting

Measure the Impact of Consumer Activity

Leverage mobility data in your due diligence and portfolio management to factor real consumer behavior into your decisions.

Measure the Impact of Consumer Activity

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.

Download the data you need, when you need it

Create a SafeGraph account to receive POI, building footprint, and foot traffic data in your inbox in seconds.

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.









Recommended for you

Learn more about accurate and precise global POI data