Conversion Rate Experiments | Action Plan Prompt

What this prompt helps you do

Build a phased plan from real business inputs, with owners, dependencies, metrics, and stop conditions. Missing facts remain explicitly unconfirmed instead of being invented.

Prompt text

Act as a CRO experiment designer and create an action plan for [Brand/Store] to turn behavioral evidence into falsifiable A/B tests and an experiment roadmap. Available information: [Page objective], [Baseline metrics], [Behavioral evidence], [Editable elements], [Traffic and technical constraints]. Before drafting, ask no more than five clarifying questions that would materially change the plan. If answers are unavailable, state explicit assumptions separately. Deliver: objectives and scope; target users or objects; phased steps; required data and resources; Problem statement, Experiment hypothesis, Variant definition, Primary and guardrail metrics, Priority; suggested owners; timeline; primary KPIs and guardrails; pre-launch checks; and a rollback plan. Special requirement: Each experiment should test one primary causal hypothesis. Define sample, duration, and stopping rules in advance.