The correct answer is D .
In space planning, the real shelf constraint is not just how many SKUs the team wants. It is whether those SKUs can physically fit while supporting replenishment needs. Days of supply and case pack requirements influence how many facings and how much shelf capacity an item needs. Oracle's assortment and space optimization documentation explains that optimized assortment and placement use available space, product dimensions, expected demand, replenishment schedules, service levels, merchandising rules, and category goals.
This matches the exam logic: a product that needs more days of supply or must hold a full case pack requires more room. That limits how much assortment can realistically fit on the shelf.
Option A is wrong because shopper count affects demand, not the physical room available. Option B influences strategic assortment choices, but it does not directly determine shelf capacity. Option C is an output or planning decision; the number of SKUs must be constrained by space, case pack, and supply requirements.

The correct answer is B .
Poor shelf placement primarily creates a shopper conversion problem . If shoppers cannot easily find, see, compare, or understand the products in the category, fewer shoppers who enter the category or aisle will convert into buyers. CMKG's space management guidance explains that retailer shelf strategies directly affect shelf layout and planogram objectives, including target shopper, shopper decision trees, category role, store clusters, and shelving standards. That means shelf placement is not cosmetic; it directly affects shopper navigation and category execution.
Option A is wrong because overstated promo ROI is a promotional measurement issue, not the primary consequence of poor shelf placement. Option C is wrong because increased inventory turns would be a positive result, not a risk. Option D is also positive; improved sell-through is what good shelf placement should support. The risk from poor placement is lower visibility, weaker findability, shopper frustration, and ultimately decreased shopper conversion .

The correct answer is D .
Rolfe's reflective model is built around the three-question structure: "What?", "So What?", and "Now What?" This structure maps very well to business storytelling because it forces the presenter to move from facts, to meaning, to action. The University of Edinburgh's reflection toolkit explains that the model moves through three stages: What describes the situation, So What extracts meaning and implications, and Now What creates an action plan for the future.
This same logic fits CMKG's category storytelling guidance. CMKG warns that many people are good at the
"what" because they can make observations from data, but the "so what" and "now what" are often missing.
It states that lack of strategic insight turns category reviews into observations without strategies, insights, or actions.
Option A is close but not the recognized model. Option B is speculative brainstorming language. Option C is generic problem-solving language. Only option D gives the correct Rolfe storytelling framework.

The correct answer is B .
In fact-based category storytelling, the "What" section establishes the business situation, opportunity, issue, or insight supported by relevant data. It is not the place to dump every chart or every possible observation.
CMKG explains that fact-based presentations should focus on growth opportunities for the retailer and translate those opportunities into strategies tied to action. It also states that fact-based presentations should use relevant facts that support the presentation purpose, and irrelevant facts or insights should not be included.
Option A is wrong because detailed appendices may support the story, but they are not the primary focus of the "What" section. Option C is wrong because exploratory analysis happens before the story is built; the story presents the selected insight, not every possible analysis path. Option D is exactly the bad practice CMKG warns against: data that distracts from key ideas and opportunities weakens the presentation.

The correct answer is A .
Share of Wallet measures the portion of a shopper group's total category spending that is captured by the retailer. CMKG describes share of wallet as the percentage of total category dollars spent on the brand or retailer being analyzed.
For Category X , the relevant figures are:
Midtown Mart Shoppers: Dollars - Market = $20,000
Midtown Mart Shoppers: Dollars - Midtown Mart = $15,000
So the calculation is:
$15,000 ÷ $20,000 = 75%
That means Midtown Mart captures 75% of the Category X spending made by Midtown Mart shoppers. The denominator is not all shoppers in the market. The denominator must be the total Category X market spend of Midtown Mart shoppers. That is why option B, C, and D are incorrect. Option C, 25% , incorrectly uses Category X as a share of all grocery market dollars. Option D, 60% , uses $15,000 ÷ $25,000, which compares Midtown Mart's Category X dollars to all shoppers' market dollars and is not the correct SOW denominator.