Product Recommendations | 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 personalization and recommendation strategist and create an action plan for [Brand/Store] to design recommendation strategies that balance user intent, inventory, and margin constraints. Available information: [Browsing and purchase history], [Product attributes], [Inventory and margin], [Customer segments], [Placement on page]. 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; Recommendation use cases, Candidate rules, Exclusion rules, Explanation copy, Experiment metrics; suggested owners; timeline; primary KPIs and guardrails; pre-launch checks; and a rollback plan. Special requirement: Do not infer sensitive attributes. Balance relevance, diversity, inventory, and user control.