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Data Insights

Explore our latest publications, from industry insights to in-depth tech analysis

Retail Location Intelligence_ Are You Allocating Expansion Capital to the Right Markets_

Retail Location Intelligence: Are You Allocating Expansion Capital to the Right Markets?

Use retail location intelligence to compare reachable demand, network incrementality, site economics, and market potential before committing expansion capital.
AI Demand Forecasting_ What AI Adds Beyond a Baseline Forecast

AI Demand Forecasting: What AI Adds Beyond a Baseline Forecast

Learn what AI demand forecasting adds beyond a baseline, from cross-series learning and external signals to backtesting, uncertainty, and model validation.
Spatial Data_ From Location Coordinates to Real-World Decisions

Spatial Data: From Location Coordinates to Real-World Decisions

Learn what spatial data is, how vector and raster models work, and how spatial relationships turn location data into better business decisions.
Retail Clustering_ When Nearby Stores Help or Hurt Performance

Retail Clustering: When Nearby Stores Help or Hurt Performance

Learn how retail clustering affects demand, competition, cross-shopping, trade areas, and site performance, and how to measure cluster strength.
Factors Affecting Retail Site Selection

Factors Affecting Retail Site Selection: What Actually Drives Store Performance

Explore the key factors affecting retail site selection, from demand and trade areas to competition, foot traffic, cannibalization, and site economics.
Audience Segmentation Model

Audience Segmentation Model: Choose the Right Signals, Not More Data

Learn how to choose an audience segmentation model, select the right signals, add real-world context, and build segments that improve targeting decisions.
Retail Void Analysis

Retail Void Analysis: Separating Real Market Gaps From False Opportunity

Retail void analysis finds market gaps, but not every gap signals demand. Learn how to validate trade areas, competition, and real expansion potential.
Audience Segmentation Analysis

Audience Segmentation Analysis: Build Better Audiences With Real-World Data

Use audience segmentation analysis with real-world data to build actionable segments, improve targeting, and measure lift across campaigns and markets.
Location intelligence for retail featured image

Location Intelligence for Retail: The Decisions Behind Store Success

Location intelligence for retail helps choose better sites, plan expansion, understand competition, improve operations, and drive stronger store performance.

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