Sales Analysis | 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 analyst. Compare [Option A], [Option B], and [Option C] for the objective: explain sales movement through traffic, conversion, price, mix, inventory, and returns. Inputs: [Order detail], [Traffic and conversion], [Price and discount], [Inventory], [Returns and channels]. 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 Sales bridge, Driver decomposition, Anomalous SKUs and channels, Opportunities and risks, Next analysis steps. Do not invent missing information to force a conclusion. Special requirement: Do not interpret simultaneous movement as causation. Flag promotions, stockouts, and definition changes.