SPEND data

Enrich Points of Interest with Aggregated Transaction Data

See how and when people are spending their money at specific locations.

Aggregated, Permissioned, and Anonymized Consumer Spending Data for Places

Uncover insights on how spending changes over time at specific POIs, while comparing spending trends between locations and across regions.

Spend data provides detailed credit and debit transaction information like:
Median spend per transaction
Spend by day
Spend by customer frequency
Online vs in-person spend
Coverage

The Most Comprehensive Transaction Data Tied to Places

Spend data is built with the largest source of credit and debit transactions available, plus a proprietary methodology to match transaction data to individual POIs for location-based insights.

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Data Enrichment

Aggregated and Anonymized Transaction Data for Financial Context

Enriching points of interest (POIs) with transaction data enables you to see the whole picture, whether for competitive intelligence, site profiling, or audience building.

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Ready to Use

We’ve Done the Hard Work For You

Transaction data is messy, often requiring complex data engineering to be useful. Other providers do aggregation, but at too high a level to be insightful. Leveraging our expertise in the POI space, SafeGraph provides aggregated transaction data at the place-level for the most flexibility in analysis.

See what makes this different from other transaction datasets

Solve strategic problems with high quality data

Download a free sample of Spend data

Explore aggregated transaction data tied to places.

Delivery

Bulk download
Configure an S3 bucket for monthly data deliveries
Snowflake
Query and download SafeGraph Spend directly through Snowflake
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FAQ

How does SafeGraph build Spend data?

From raw transaction data, we use a proprietary algorithm to match anonymized transactions to POIs, leveraging the high quality information from our Core Places dataset to ensure high veracity matches. From there, we aggregate the matched transactions and apply rigorous QA methods to create the final Spend product. We source transactions from a well known financial data aggregator used by some of the largest financial institutions. We receive consumer-permissioned and de-identified credit and bank card spending data from accounts at thousands of financial institutions in the US, which we then aggregate to our POI dataset.

How does SafeGraph build Spend data?

Spend data is aggregated monthly and delivered about two weeks after the final day of the prior month. This delay is to ensure that all transactions appropriately settle and to provide enough processing time.

Does SafeGraph provide historical Spend data?

We are currently processing this data now and expect to have an update in Q1 2022. Currently, we have transaction records going back to January of 2020.

Which geographies does SafeGraph provide Spend data for?

Spend data is currently only available in the US. Interested in another geography? Let us know.

Resources

Learn more about accurate and precise global POI data