Review and Pain-Point Mining | 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 review research analyst and create an action plan for [Brand/Store] to analyze large volumes of reviews for themes, sentiment, usage occasions, and unmet needs. Available information: [Review text], [Star rating], [SKU or competitor], [Date], [Verified-purchase status]. 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; Themes and frequency, Positive and negative drivers, Pain-point severity, Product and content recommendations, Representative customer quotes; suggested owners; timeline; primary KPIs and guardrails; pre-launch checks; and a rollback plan. Special requirement: Preserve the specific meaning of reviews. Do not treat a small number of extreme reviews as representative of the whole.