In general, a small number of high-performing items account for the top 20% of your sales. Then a small number of good-performing items account for the next 20% of your sales. Eventually, a large number of low-performing items account for the bottom 20% of your sales.
Using this segmentation strategy, you can produce a quick query that will help you understand if your merchandising team is killing off high-performing items.
Step 1: Select last year's winning items (top 20% for sales).
Step 2: Calculate the percentage of last year's winning items that are in the top 20% for sales this year or are in the next 20% of sales this year.
Step 3: Repeat the analysis one year earlier.
Step 4: Compare results.
For instance, this is a common outcome when the merchandising team is prematurely killing off items.
- This Year: 55% of winning items remain winning items, 20% of winning items are at the second level, 75% remain in the top 40% of item performance the following year.
- Last Year: 75% of winning items remain winning items, 15% of winning items are at the second level, 90% remain in the top 40% of item performance the following year.
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