Our client is a global coffee chain that relies on data-driven insights to identify high-potential markets and guide strategic store expansion decisions.
Driving Market Expansion with Location Intelligence
Overview
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