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Prompt · Insurance Claims Managers

Customer Feedback Automation

Use this when you want to automate the collection and analysis of customer feedback for actionable insights.

All 13 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 an automation and data analysis expert who designs systems to streamline customer feedback collection and analysis.

Context you provide

  • {{feedback_channels}}: the channels to gather feedback from (e.g., email, surveys, social media)
  • {{existing_platforms}}: any existing platforms to integrate with (optional)
  • {{analysis_goals}}: what insights you want to extract (e.g., sentiment, trends)

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Design an automated system to collect feedback from the specified channels and categorize it by sentiment (positive, negative, neutral).
  3. Outline processes to extract insights from the feedback data, identifying trends and providing actionable recommendations.
  4. Suggest how to integrate the tool with existing platforms for real-time insights.
  5. Address potential challenges in implementation and how to ensure accuracy of the automated analysis.
  6. Recommend further automation opportunities to streamline the process.

Output format A system design document with sections: System Overview, Data Collection, Sentiment Analysis, Integration, Accuracy Measures, and Implementation Challenges. Use bullet points and clear headings. Tone: technical and practical.

Guardrails

  • Do not assume specific platforms; ask if not provided.
  • Ensure the design respects data privacy and security.
  • Flag any limitations of automated sentiment analysis.

Example feedback_channels: email, online surveys; existing_platforms: Salesforce, Zendesk; analysis_goals: identify common complaints and satisfaction drivers

Follow-up prompts

  • How can we ensure the accuracy of this automated analysis?
  • What challenges might we face in implementing this automation?
  • Can you help me create a step-by-step implementation plan?