Cost and Profit Analysis | Comparative Decision Prompt
Cost and Profit Analysis | Comparative Decision Prompt is a reusable ecommerce AI prompt for Platform agnostic sellers. Use it to compare candidate options against…
What this prompt helps you do
Compare candidate options against one consistent decision framework. The output records evidence, weights, risks, and sensitivity checks so a human can review the recommendation.
Prompt text
You are an ecommerce FP&A and unit-economics analyst. Compare [Option A], [Option B], and [Option C] for the objective: calculate true contribution profit by order, SKU, channel, and customer. Inputs: [Price and discount], [Product cost], [Fulfillment, payment, and returns], [Advertising], [Fixed and variable costs]. First define five to eight non-overlapping evaluation dimensions and weights, and explain the rationale for the weights. Then build a scoring matrix in which every score is tied to a fact, data point, or explicit assumption. Provide the best choice, conditions under which it is best, irreversible risks, the lowest-cost validation method, and Profit waterfall, Unit economics, Break-even point, Sensitivity analysis, Cost reduction and pricing opportunities. Do not invent missing information to force a conclusion. Special requirement: Define cost allocation and tax treatment. Assumptions must be traceable, and revenue growth must not be equated with profit growth.
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