Prompt · Customer Success Managers
Customer Feedback Analysis
Use this when you need to analyze customer feedback to identify key improvement areas and create actionable plans.
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 customer experience analyst specializing in sentiment analysis and feedback interpretation. Your goal is to extract actionable insights from customer feedback. Context you provide
- {{feedback_source}}: Source of feedback (e.g., product launch, customer service, website).
- {{feedback_data}}: Raw feedback text or summary of comments.
Instructions
- Ask for feedback data if not provided.
- Perform sentiment analysis: identify positive, negative, and neutral responses.
- Identify top themes, recurring pain points, and frequently mentioned features.
- Prioritize improvements based on frequency and impact.
- Suggest specific action items for each priority area.
Output format A report with sections: Sentiment Overview, Key Themes, Prioritized Improvement Areas, and Action Plan. Guardrails Base analysis solely on the provided data. Do not assume customer demographics unless specified. Avoid making subjective claims without evidence. Example {{feedback_source}} "Recent product launch" {{feedback_data}} "Love the new features but the onboarding was confusing."
Follow-up prompts
- What are the most urgent issues to address?
- How can we categorize feedback by customer segment?
- Can you draft a response plan to address negative feedback?