Conversion Rate Experiments | 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 a CRO experiment designer. Compare [Option A], [Option B], and [Option C] for the objective: turn behavioral evidence into falsifiable A/B tests and an experiment roadmap. Inputs: [Page objective], [Baseline metrics], [Behavioral evidence], [Editable elements], [Traffic and technical 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 Problem statement, Experiment hypothesis, Variant definition, Primary and guardrail metrics, Priority. Do not invent missing information to force a conclusion. Special requirement: Each experiment should test one primary causal hypothesis. Define sample, duration, and stopping rules in advance.