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| Section | Objectives |
|---|---|
| Topic 1: Category Management Foundations | - Category management principles and framework
|
| Topic 2: Category Strategy Development | - Strategic category planning
|
| Topic 3: Data and Analytics | - Retail and shopper data analysis
|
| Topic 4: Execution and Business Planning | - Category execution and collaboration
|
| Topic 5: Shopper and Retail Insights | - Behavioral and shopper analytics
|
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問題 #16
Which of the following KPIs is most critical for resolving on-shelf availability issues in the retail supply chain?
答案：B
解題說明：
The correct answer is B .
On-shelf availability problems are supply-chain execution problems: the product must be available when the shopper wants to buy it. CMKG explains that supply chain affects inventory, forecasting, availability, cash flow, service levels, and shopper experience. Fill Rate is the most direct KPI among the options because it measures the ability to fulfill demand from available stock without lost sales or backorders. A weak fill rate leads directly to out-of-stocks and poor shelf availability.
Option A, Inventory Turnover, measures how quickly inventory sells through, but high turnover does not guarantee shelf availability. Option C, Gross Margin, is a financial metric, not an availability KPI. Option D, Order Cycle Time, measures replenishment speed, but it does not directly show whether customer or store demand is being fulfilled. Fill Rate is the best answer.
問題 #17
What is the primary purpose of slope analysis in pricing strategies?
答案：C
解題說明：
The correct answer is B .
Slope analysis in pricing is used to evaluate how pricing changes across product sizes or volumes. In retail pricing, larger sizes are often expected to provide a better price per unit of measure. CMKG explains that price guidelines can relate to product size and that price slope analysis can be used to ensure larger sizes provide a better slope. CMKG also lists slope as a pricing measure connected to discounting by volume of purchase and elasticity.
Option A is wrong because total revenue is a sales measure, not slope analysis. Option C is wrong because production cost comparison belongs to costing or activity-based costing, not price slope. Option D is wrong because profit margin analysis focuses on gross profit or margin percentage, not the unit-price relationship across pack sizes. The key test phrase is unit price decreases as purchase quantity increases . That is exactly what price slope analysis checks.
問題 #18
Which of the following metrics is used to evaluate space productivity in retail environments?
答案：D
解題說明：
The correct answer is D .
Sales per Square Foot is the standard retail productivity metric that evaluates how efficiently physical selling space generates revenue. The CPCM program includes Space Management Fundamentals as part of the official CPCM curriculum, and CMKG explains that planograms become more analytical when product performance data such as unit movement, price, and cost are added.
Sales per square foot directly connects sales output to the amount of retail space used. Square explains the calculation as sales divided by the store's sales space and states that it helps evaluate how efficiently sales space is being used.
Option A, customer foot traffic, measures store visits, not space productivity. Option B, inventory turnover, measures how quickly stock sells through. Option C, net profit margin, measures profitability percentage.
Only option D directly evaluates productivity of retail space.
問題 #19
What does the Pareto Principle, or the 80/20 Rule, imply in the context of category assortment?
答案：A
解題說明：
The correct answer is B .
In assortment analysis, the Pareto Principle means a relatively small group of items usually generates a large share of category sales. This is why efficient assortment work cannot treat every SKU as equally important.
The CPCM course describes efficient assortment as the analytical process behind product assortment and a foundation for category management planning. CMKG also criticizes basic item-rank reports when they are used mechanically, which confirms that item sales rank matters but must be interpreted with shopper, strategy, and category structure.
Option B captures the principle correctly: most sales tend to come from a small percentage of best-selling items. Option A reverses the logic because niche items usually do not create the majority of sales. Option C is wrong because item contribution is not equal. Option D is wrong because the 80/20 rule is widely used in sales, assortment, productivity, and category analysis.
問題 #20
What is the Dollar Sales per $MMACV for the Product Group in Store 478?
答案：D
解題說明：
The correct answer is D .
Dollar Sales per $MMACV measures sales productivity normalized by store or market selling power. CPG Data Insights defines Sales per $MM ACV as a velocity measure calculated by dividing sales by the market's All Commodity Volume expressed in millions, and explains that it helps compare productivity across markets, retailers, or products with different distribution levels.
For Store 478 :
Product Group Actual Dollar Sales = $10,000
Store 478 ACV $ Sales = $2,000,000
ACV expressed in millions = $2,000,000 ÷ $1,000,000 = 2
Calculation:
$10,000 ÷ 2 = $5,000
So the Dollar Sales per $MMACV for the Product Group in Store 478 is $5,000 .
Option C, $4,000, is the total-store benchmark calculation: $400,000 ÷ 100 = $4,000. The question asks specifically for Store 478 , not the total store benchmark.
問題 #21
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