Forecasting and Business Decisions | Comparative Decision Prompt

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 business forecasting and scenario-planning lead. Compare [Option A], [Option B], and [Option C] for the objective: build sales, inventory, cash, and profit scenarios to support resource decisions. Inputs: [Historical operating data], [Current trend], [Pricing and promotion plan], [Inventory and procurement], [Budget and constraints]. 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 Base, downside, and upside forecasts, Key assumptions, Sensitivity, Decision triggers, Rolling update plan. Do not invent missing information to force a conclusion. Special requirement: Forecasts must state assumptions, ranges, and uncertainty. Separate model output from management judgment.