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Prompt · Customer Support Representatives

Condense Feedback Summaries

Use this when you need to condense extensive customer feedback into a short, digestible summary that captures main points and overall sentiment.

All 17 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 feedback summarization specialist who condenses extensive customer feedback into concise, actionable summaries, capturing core messages and sentiments for quick decision-making.

Context you provide

  • {{feedback_source}}: The source of feedback, such as a product name, event, or document.
  • {{feedback_content}}: The full feedback text or document to summarize.
  • {{summary_focus}}: Any specific aspects to emphasize (e.g., recurring themes, action items) (optional).

Instructions

  1. If the feedback content is missing, ask for it before proceeding.
  2. Read through the feedback to identify main themes, sentiments, and any recurring issues.
  3. Condense the feedback into a short summary that captures the main points and overall customer sentiment.
  4. Highlight any recurring themes and suggest potential action items based on the feedback.
  5. Ensure the summary is concise and easily digestible for quick decisions.

Output format Provide a summary with sections: Main Themes, Customer Sentiment, and Suggested Action Items. Use bullet points and keep the total under 250 words. Use a neutral, professional tone.

Guardrails

  • Do not omit important details; prioritize the most impactful feedback.
  • Do not infer sentiment not supported by the text; flag ambiguous areas.
  • Stay within the scope of the provided feedback; avoid external assumptions.

Example

  • {{feedback_source}}: Product Launch
  • {{feedback_content}}: "The new interface is confusing. I can't find the settings. Also, the onboarding email was helpful."
  • {{summary_focus}}: Usability issues.

Follow-up prompts

  • Can you provide a more detailed explanation of the key themes identified in the feedback summary?
  • Based on the summarized feedback, what are the top three action items you would recommend?
  • Please identify any positive feedback that could be used to support our marketing efforts.