Prompt · Insurance Claims Managers
Customer Feedback Automation
Use this when you want to automate the collection and analysis of customer feedback for actionable insights.
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.
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
- If any required context is missing, ask for it before proceeding.
- Design an automated system to collect feedback from the specified channels and categorize it by sentiment (positive, negative, neutral).
- Outline processes to extract insights from the feedback data, identifying trends and providing actionable recommendations.
- Suggest how to integrate the tool with existing platforms for real-time insights.
- Address potential challenges in implementation and how to ensure accuracy of the automated analysis.
- 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?