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Market Share Comparison & CRM Analytics

Comprehensive market position analysis for an apparel brand, mapping CRM data against market share benchmarks across US metropolitan areas.

Business Intelligence
2024
United States

Project Overview

Conducted market position analysis for an apparel brand seeking to understand its competitive standing across US metropolitan areas. The project mapped internal CRM sales data against external market share benchmarks by CBSA (Core Based Statistical Area).

The analysis identified underserved regions where the brand had lower penetration relative to market potential, enabling targeted sales and marketing resource allocation.

The sales team finally identified which regions were underserved relative to market potential, enabling marketing to plan targeted campaigns accordingly.

Key Metrics

50+
Metro Areas Analyzed
CBSA
Geographic Granularity
ZIP
Sales Data Level

Technical Approach

CRM Data Analysis

  • Sales data extraction and cleaning by ZIP code
  • ZIP to CBSA geographic aggregation
  • Customer segmentation by purchase frequency
  • Category sales breakdown analysis

Market Benchmarking

  • External market size data integration
  • Market share calculation by CBSA
  • Penetration gap identification
  • Opportunity scoring and prioritization

Technologies Used

Python Pandas GeoPandas QGIS Excel CBSA Data

Deliverables

  • Market share comparison dashboard by CBSA
  • Underserved market opportunity report
  • Geographic visualization maps
  • Sales territory optimization recommendations
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