Last Updated: Aug 03, 2026
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| Section | Objectives |
|---|---|
| Topic 1: Shopper and POS Data Analytics | - Building Data Competency
|
| Topic 2: Pricing and Promotion Analytics | - Commercial Strategy
|
| Topic 3: Category Health and Assessment | - Category Performance Evaluation
|
| Topic 4: Retail Economics and Supply Chain | - Business Operations
|
| Topic 5: Assortment and Space Management | - Retail Optimization
|
| Topic 6: Fact-Based Selling and Storytelling | - Communication and Insights
|
1. What are the primary data sources for shopper insights?
A) Retailer Loyalty Data and Syndicated Panel Data
B) Retailer Loyalty Data, Syndicated Panel Data, Syndicated POS Data and Retailer Loyalty Data
C) Retailer Loyalty
D) Retailer Loyalty Data, Syndicated Panel Data and Syndicated POS Data
2. Who benefits from a successful promotion?
A) Shopper
B) Manufacturer
C) All of the above
D) Retailer
3. What is the primary purpose of a promotional strategy?
A) To drive product awareness, increase sales, and influence shopper behavior through targeted promotions.
B) To create a long-term business plan for overall company growth.
C) To determine the pricing strategy for all products in the store.
D) To manage supply chain operations and inventory levels.
4. What does the Pareto Principle, or the 80/20 Rule, imply in the context of category assortment?
A) Most sales are derived from a small percentage of best-selling items.
B) The 80/20 Rule applies only to inventory management, not sales.
C) All items contribute equally to total sales.
D) The majority of sales come from niche or specialty items.
5. Which of the following is the first step in the multivariate clustering process?
A) Create clusters based on relevancy and opportunity
B) Identify store-level demographic profiles
C) Identify product demographic affinity profiles
D) Calculate product demand potential
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C |
Bard
Burke
Dennis
Gale
Ira
Les
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