Driving Market Expansion with Location Intelligence

Overview

Our client is a global coffee chain that relies on data-driven insights to identify high-potential markets and guide strategic store expansion decisions. 

Business Complexity

Identify high-potential markets and optimize store expansion using data-driven location intelligence and predictive analytics. 

Action

  • Built a geospatial analytics platform combining Google Location APIs and macroeconomic indicators.
  • Applied advanced predictive models to identify high-value markets and optimize expansion planning.
  • Prioritized high-value ZIP codes and retail locations for intelligent site selection.
  • Accelerated market expansion through data-driven decisions across thousands of prioritized locations.

Tech Stack

  • Google Location APIs
  • Machine Learning Algorithms
  • Data Science Principles (need technology used)

Impact

  • 3-7% Revenue Share Uplift Forecast
  • 1.2K Priority ZIP Codes Identified
  • 600-800 Coffee Shop Locations Prioritized