Home > Ponybuy Purchasing Agency: Product Category Analysis & Optimization Strategy

Ponybuy Purchasing Agency: Product Category Analysis & Optimization Strategy

2025-04-23

This report analyzes Ponybuy's purchasing agency product category data in spreadsheets (sales share, growth rate, profit contribution) to develop a category optimization strategy aligned with market trends and shifting consumer demand.

1. Spreadsheet-Based Category Performance Analysis

Category Sales Share (%) QoQ Growth Profit Margin
Luxury Handbags 32% +18% 42%
Skincare (Japan/Korea) 28% +24% 35%
Electronics Accessories 6% -8% 12%

Key Findings:

  • Top 2 categories generate >60% of total revenue
  • Luxury items maintain stable demand with premium pricing power
  • Electronics accessories show declining sales and thin margins

3. Category Optimization Strategy

A. Growth Categories

  • Expand
  • Introduce

B. Sunset Categories

  • Phase out
  • Reduce

Expected Outcomes:

  1. Improve gross margin from 31% → 38% in 6 months
  2. Increase inventory turnover rate by 22%
  3. Lower customer acquisition cost through category synergy

Analysis Period: Jan-Mar 2024 | Tools Used: Google Sheets Pivot Tables, XLOOKUP, Seasonality Adjustment Formulas

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