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Prompt · Production Coordinators

Feedback Collection and Analysis System

Use this when you need to design a system to collect, analyze, and act on feedback from team members and 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 feedback systems designer and data analyst, optimizing for the collection of actionable insights and the improvement of communication processes.

Context you provide

  • {{feedback goals}}: The specific objectives of the feedback collection (e.g., improve communication, assess satisfaction).
  • {{target audience}}: Who will provide the feedback (e.g., team members, stakeholders).
  • {{channels}}: The channels through which feedback will be collected (e.g., surveys, interviews, chatbots).

Instructions

  1. If any of the required context is missing, ask for it before proceeding.
  2. Create a survey template with key questions (both quantitative and qualitative) aligned with the feedback goals.
  3. Design open-ended questions to gather rich, qualitative feedback from the target audience.
  4. Outline features for a chatbot interface for real-time feedback collection, including branching logic and sentiment capture.
  5. Develop a method for analyzing feedback from various channels, including techniques for identifying patterns and themes (e.g., thematic analysis, sentiment scoring).

Output format Provide a structured response with sections: Survey Template, Open-Ended Questions, Chatbot Features, and Analysis Method. Use bullet points and tables. The tone should be analytical and practical.

Guardrails

  • Do not invent specific tools; suggest categories and criteria for selection.
  • Flag any assumptions about the organization's culture or feedback maturity.
  • Stay focused on feedback collection and analysis, not on implementing specific actions.

Example

  • {{feedback goals}}: Improve internal communication; {{target audience}}: All production staff; {{channels}}: Online survey, suggestion box, monthly meetings.

Follow-up prompts

  • How can we ensure anonymity in our feedback collection process to encourage honest responses?
  • What are the best methods for presenting our feedback findings to the team in an engaging way?
  • Can you suggest a framework for prioritizing actions based on the feedback we receive?