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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.

All 20 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 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

  1. If any context is missing, ask for it before proceeding.
  2. Read through the provided feedback and extract the most significant themes, concerns, and praises.
  3. Summarize the feedback into the requested number of key insights, ensuring each is concise and actionable.
  4. Highlight the most critical pain points and commendations.
  5. 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?