Product Recommendations | 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 personalization and recommendation strategist. Compare [Option A], [Option B], and [Option C] for the objective: design recommendation strategies that balance user intent, inventory, and margin constraints. Inputs: [Browsing and purchase history], [Product attributes], [Inventory and margin], [Customer segments], [Placement on page]. 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 Recommendation use cases, Candidate rules, Exclusion rules, Explanation copy, Experiment metrics. Do not invent missing information to force a conclusion. Special requirement: Do not infer sensitive attributes. Balance relevance, diversity, inventory, and user control.