Certified Professional Category Analyst (CPCA) Practice Question

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Which measures are important to look at when trying to determine the best/worst promoted weeks for a given product?

  1. Points of distribution

  2. Absolute incremental sales

  3. Everyday price gaps

  4. % lift

The correct answer is: Absolute incremental sales

When evaluating the effectiveness of promotions for a given product, focusing on absolute incremental sales provides a clear picture of how much additional revenue the promotion generated during specific weeks. This measure helps analysts understand the direct financial impact of promotional activities by indicating how many additional units sold can be directly attributed to the promotion, beyond what would typically be sold without it. Absolute incremental sales is a compelling metric because it quantifies the actual sales increase in numerical form, making it easier to assess the success of different promotional strategies. By comparing this data across various promoted weeks, analysts can identify which weeks yielded the highest sales boosts, thereby determining the best and worst promoted periods for that product. Other measures, while relevant in assessing overall performance or pricing strategies, may not deliver the same direct insight into the effectiveness of promotions specifically. For example, points of distribution might indicate how widely a product is available, but not necessarily how well it sold during promotional periods. Everyday price gaps could suggest pricing strategies but do not highlight the impact of promotions on sales. Percentage lift can show relative performance but may obscure the absolute impact in terms of dollar sales, which is crucial for making informed business decisions.