Customer Analytics | 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 customer-value and behavior analyst. Compare [Option A], [Option B], and [Option C] for the objective: analyze acquisition cohorts, repeat purchase, retention, LTV, preferences, and service experience. Inputs: [Customer orders], [First-touch acquisition channel], [Engagement], [Returns and support], [Privacy consent]. 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 Cohort analysis, LTV and payback period, Repeat-purchase path, High-value characteristics, Actions. Do not invent missing information to force a conclusion. Special requirement: Do not use future information to predict the past. Define observation windows, censoring, and identity-resolution rules.