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Spend

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Potentially a consumer spending insights product, mentioned in some industry contexts

Est. Price

~$20,000/yr est.

Update Frequency

Monthly

Pricing Tiers

1

Regions

1

Quality SignalsB

Freshness

Recently enriched

81

Complete

81%

API

No API

Product Overview

Location Intelligence and Geospatial Data$$

Offering: High-fidelity point-of-interest (POI) metadata, building footprints, and aggregated foot traffic mobility patterns.

Best for: Retail analysts and real estate developers performing site selection and competitive trade area benchmarking.

Benefits
  • High-quality
  • standardized POI metadata and brand hierarchies
  • Seamless delivery via Snowflake Data Sharing
  • Granular building footprint and polygon geometry data
  • Strong coverage of North American retail and consumer behavior patterns
Drawbacks
⚠ Limited global coverage compared to legacy geospatial providers · ⚠ Heavy reliance on North American and UK markets · ⚠ Requires internal data science resources to process raw mobility signals

Product Intelligence

Value Score
22
quality per $
Coverage
23
geo × freq × depth
Try-ability
15
ease of trial
Market concentration: 100% (concentrated — few vendors)

Product Details

Use Cases
Site selectioncompetitive benchmarkingmarket share analysisconsumer demographic profilingretail performance monitoring
Categories
Consumer BehaviorRetail AnalyticsAlternative DataLocation Intelligence
Coverage
US
Delivery
Snowflake Share
Detected Use Cases
competitive intelligencereal estate

Pricing Tiers

Vedex estimate
~$20,000/yr est.
SUBSCRIPTIONMEDIUM

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Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$20,000/yr est.

Request a sample directly from SafeGraph.

Web Authority

High Authority
110
20 mentions·2 platforms
Academic Papers
10 × 8 pts+80
Reddit
10 × 3 pts+30
Evidence5 sources
Academic Papers

Cost-efficient Dataset Cleansing via LLM-based Data ...

He's like my brother, she says, explaining that the two of them and their two kids still spend quite a bit of time together, even staying in one another's ...

Academic Papers

SurvSet: An open-source time-to-event dataset repository - ar5iv

This enables a single preprocessing method that works for all datasets, and removes the need for researchers to spend time curating and formatting datasets. The ...

Academic Papers

[2402.17896] Researchy Questions: A Dataset of Multi- ...

by C Rosset · 2024 · Cited by 31 — We show that users spend a lot of ``effort'' on these questions in terms of signals like clicks and session length, and that they are also ...

Data Dictionary

Expected fields and columns in this data product


About Spend

Spend is a consumer behavior data product offered by SafeGraph, available on discovery. Data is updated monthly. Vedex estimates pricing at roughly $20,000/yr (an estimate, not a vendor-published price).

Potentially a consumer spending insights product, mentioned in some industry contexts

About SafeGraph

SafeGraph is a data provider vendor based in USA. SafeGraph is a geospatial data company that provides high-quality point-of-interest (POI) data, building footprints, and foot traffic insights to help businesses understand physical world behavior.

View SafeGraph Profile

Related Data Categories

Consumer BehaviorRetail AnalyticsAlternative DataLocation Intelligence

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