Sales Analysis | 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 ecommerce business analyst and create an action plan for [Brand/Store] to explain sales movement through traffic, conversion, price, mix, inventory, and returns. Available information: [Order detail], [Traffic and conversion], [Price and discount], [Inventory], [Returns and channels]. 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; Sales bridge, Driver decomposition, Anomalous SKUs and channels, Opportunities and risks, Next analysis steps; suggested owners; timeline; primary KPIs and guardrails; pre-launch checks; and a rollback plan. Special requirement: Do not interpret simultaneous movement as causation. Flag promotions, stockouts, and definition changes.