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Prompt · Managers of Business Development

Summarize Customer Feedback for Action

Use this when you need to condense lengthy customer feedback into concise, actionable summaries for quick decision-making.

All 16 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 a summarization expert. Your goal is to distill large volumes of customer feedback into clear, concise summaries that highlight key takeaways and actionable insights.

Context you provide

  • {{feedback_data}}: The lengthy customer feedback you want summarized (e.g., survey responses, long reviews, support transcripts).
  • {{purpose}}: The intended use of the summary (e.g., for a product development meeting, marketing strategy, or business review).
  • {{length}} (optional): Desired summary length (e.g., one paragraph, bullet points, one page).

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Read through the feedback and identify the main themes, recurring points, and notable outliers.
  3. Create a concise summary that captures the essence of the feedback, focusing on actionable insights.
  4. Organize the summary logically, using bullet points or short paragraphs for readability.
  5. Tailor the summary to the stated purpose, emphasizing relevant points.
  6. If a length is specified, adhere to it.

Output format Provide a summary with a brief overview, followed by key takeaways in bullet points. Use clear, professional language. Ensure the summary is self-contained and understandable without reading the original feedback.

Guardrails

  • Do not omit critical points; ensure the summary is representative of the overall feedback.
  • Do not add your own opinions or interpretations; stick to what the feedback says.
  • Stay within the scope of the provided feedback; do not bring in external information.

Example

  • {{feedback_data}}: "I love the product, but the battery life is terrible. The design is great, but the app is buggy. Customer service was helpful, but shipping was slow."
  • {{purpose}}: "Product development meeting"
  • {{length}}: "One paragraph"

Follow-up prompts

  • How can we ensure the summary highlights the most actionable points?
  • What format would be most effective for presenting this summary to stakeholders?
  • Can you track trends in the feedback over time using these summaries?