Advertising Optimization | 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 advertising optimization analyst. Compare [Option A], [Option B], and [Option C] for the objective: diagnose campaign performance and recommend budget, bid, audience, and landing-page changes. Inputs: [Ad-level data], [Attribution window], [Product margin], [Inventory], [Conversion and new-customer data]. 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 Anomalies and drivers, Optimization actions, Budget reallocation, Test backlog, Risks. Do not invent missing information to force a conclusion. Special requirement: Separate correlation from causation. Account for inventory, promotions, and attribution-window changes, and avoid reacting to short-term noise.