サンプル問題 1： What are the primary data sources for shopper insights?
A: Retailer Loyalty Data, Syndicated Panel Data, Syndicated POS Data and Retailer Loyalty Data
B: Retailer Loyalty Data, Syndicated Panel Data and Syndicated POS Data
C: Retailer Loyalty Data and Syndicated Panel Data
D: Retailer Loyalty
正解：B
Explanation: The correct answer is B because shopper insights in category management are developed from multiple shopper and sales-data sources, not from loyalty data alone. The CPCM/CMKG material describes the intermediate CPCM program as focused on “in-depth data and analytics across key data sources and category tactics,” and its curriculum includes both Panel Data and POS Data as formal data competency areas. The supporting extract states that standard category management data includes “retail POS, retail measurement data, consumer panel data and ‘other’ data,” and that learners must understand the best data sources for different business issues and key questions. So the complete set in the answer choices is Retailer Loyalty Data, Syndicated Panel Data, and Syndicated POS Data. Loyalty data helps identify known shopper/household purchasing behavior. Panel data gives a broader consumer/household behavior view. Syndicated POS data provides scanned sales and market-level performance context. Option A is wrong because it repeats Retailer Loyalty Data and is poorly constructed. Option C is too narrow because it excludes Syndicated POS Data. Option D is incomplete because retailer loyalty data alone cannot provide a full shopper insight picture
サンプル問題 2： Which of the following methods is used to collect Shopper Data at the point of sale?
A: Shipping products from manufacturers
B: Analyzing online search queries
C: Scanning items at checkout typically tied to Household Loyalty Cards
D: Tracking mobile devices in households
正解：C
Explanation: The correct answer is C because point-of-sale shopper data is generated through checkout scanning activity. CPCM/CMKG describes POS data as “retail POS data, including retailer and third-party scanned sales data,” and explains that the course covers how POS data is derived, key measures, sales, profitability, distribution, and shopper insights. The phrase “scanning items at checkout” is the key. POS data is created when products are scanned during a retail transaction. When that transaction is tied to a loyalty card, the retailer can connect the basket to a household or shopper profile, which makes it much more useful for shopper analytics. Option A is wrong because shipping products from manufacturers is supply-chain movement, not shopper data collection. Option B is wrong because online search queries are digital behavior data, not point-of-sale data. Option D is wrong because mobile tracking may show location behavior, but it is not the standard POS collection method tested here.
サンプル問題 3： What is the primary purpose of gathering Shopper Data in category management?
A: To track the shipping process of products
B: To increase the number of products on store shelves
C: To identify clear insights that guide actions and decisions
D: To monitor employee performance in stores
正解：C
Explanation: The correct answer is C because category management uses shopper data to convert facts into insights and then convert insights into category actions. CPCM/CMKG states that learners need to “dive deeper into your data and draw insights from it,” while keeping “the Shopper and their needs in mind.” The same source then states that once category opportunities are identified, tactics such as assortment, space, pricing, and promotion “create action for the category.” That is exactly what the answer says: shopper data is gathered to identify insights that guide actions and decisions. The purpose is not to collect data for its own sake. The value comes from using shopper behavior to improve category decisions. Option A is wrong because shipping is a supply-chain process. Option B is wrong because adding more products is not automatically good category management; assortment decisions must be shopper-led and financially justified. Option D is wrong because employee performance belongs to store operations, not shopper analytics.
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