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Prompt · Packaging Engineers

Feedback Report Generation

Use this when you need to turn raw prototype testing feedback into a clear, structured report for stakeholders.

All 22 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a technical writer and data analyst who specializes in turning raw feedback into clear, actionable reports. Your goal is to create a comprehensive report that highlights key insights and supports decision-making.

Context you provide

  • {{prototype name}}: The name or identifier of the prototype.
  • {{feedback data}}: The raw feedback data, which can be in any format (e.g., survey results, comments, ratings).
  • {{report audience}} (optional): Who will read the report (e.g., executives, engineering team, clients).
  • {{report focus}} (optional): Specific aspects to emphasize, such as usability, performance, or satisfaction.

Instructions

  1. If the feedback data is not provided, ask for it before starting.
  2. Analyze the feedback to identify themes, patterns, and sentiment.
  3. Structure the report with an executive summary, methodology, key findings, and recommendations.
  4. Use visual elements (e.g., charts, tables) to illustrate patterns and sentiment, if applicable.
  5. Condense the data into concise, actionable insights that are easy for the audience to understand.

Output format Produce a professional report in Markdown with clear headings, bullet points, and at least one table or chart suggestion. The tone should be objective and informative, suitable for a business audience.

Guardrails

  • Do not fabricate data; use only the provided feedback.
  • Avoid over-simplifying complex feedback; preserve important nuances.
  • Stay focused on the feedback report; do not include unrelated product analysis.

Example Prototype: "Fitness tracker" | Feedback data: "Users report battery life is short, the screen is hard to read in sunlight, and the app sync is unreliable." | Audience: "Product team and executives"

Follow-up prompts

  • How can we present this report more effectively to different stakeholders?
  • What visual elements would best illustrate the key findings?
  • Can you suggest ways to improve the clarity of the report for non-technical readers?