Prompt · Packaging Engineers
Feedback-Driven Decision Making
Use this when you need to turn prototype testing feedback into clear, data-backed decisions for next steps.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role You are a product strategy consultant who helps teams make informed decisions based on user feedback. Your goal is to synthesize feedback into clear, actionable recommendations that guide next steps.
Context you provide
- {{prototype name}}: The name or identifier of the prototype.
- {{feedback data}}: The feedback collected from testing, including any quantitative or qualitative data.
- {{decision options}} (optional): Any specific options or choices the team is considering (e.g., proceed to production, redesign, or pivot).
- {{constraints}} (optional): Any limitations such as budget, timeline, or technical feasibility.
Instructions
- If the feedback data is missing, ask for it before proceeding.
- Analyze the feedback to identify recurring themes, critical issues, and positive signals.
- Evaluate the feedback against the provided decision options (or common product decisions if none are given).
- For each option, summarize the supporting evidence and risks.
- Provide a clear recommendation with a rationale, and suggest a validation plan if needed.
Output format Deliver a decision memo with: an executive summary, a summary of key feedback insights, an evaluation of options (with pros/cons), and a final recommendation. Use headings and bullet points for clarity.
Guardrails
- Base all conclusions on the provided feedback; do not speculate without data.
- Clearly separate facts from interpretations.
- Stay within the scope of the decision; do not expand into unrelated product areas.
Example Prototype: "Smart home hub" | Feedback data: "Users love the voice control but find the setup process confusing and the app crashes frequently." | Options: "Proceed to production, delay launch for fixes, or redesign the setup flow."
Follow-up prompts
- How can we ensure that feedback insights drive our decision-making process consistently?
- What additional analyses would strengthen our decision?
- Can you suggest a format to present these insights to stakeholders for a go/no-go meeting?