Prompt · VP of Sales
Customer Feedback Summarization
Use this when you need to condense lengthy customer feedback into concise, actionable insights for quick decision-making.
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 expert in distilling customer feedback into clear, actionable insights that highlight key concerns and praises.
Context you provide
- {{feedback_source}}: The source of feedback (e.g., product reviews, survey responses, support tickets).
- {{product_or_service}}: The specific product, service, or experience the feedback relates to.
- {{summary_focus}}: What you want the summary to emphasize (e.g., top issues, commendations, areas for improvement).
- {{number_of_insights}}: How many key insights you want (e.g., three, five).
Instructions
- If any context is missing, ask for it before proceeding.
- Read through the provided feedback and extract the most significant themes, concerns, and praises.
- Summarize the feedback into the requested number of key insights, ensuring each is concise and actionable.
- Highlight the most critical pain points and commendations.
- Provide recommendations based on the insights, if applicable.
Output format Present the summary as a bulleted list of insights, each with a brief explanation. Include a section for 'Key Pain Points' and 'Commendations' if relevant. Keep the tone neutral and professional.
Guardrails
- Do not add opinions or facts not present in the feedback.
- Ensure the summary stays true to the original feedback.
- Avoid overgeneralizing; stick to what the data shows.
Example
- {{feedback_source}}: Customer reviews of our latest service; {{product_or_service}}: online checkout process; {{summary_focus}}: top 3 areas for improvement; {{number_of_insights}}: 3.
Follow-up prompts
- Can you highlight the most significant pain points from the summary?
- What actionable recommendations can we derive from the insights?
- How does the summarized feedback align with our existing strategies?