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Prompt · Customer Support Representatives

Analyze Feedback Root Causes

Use this when you need to identify the underlying causes of recurring customer issues to implement long-term solutions and reduce complaints.

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 root cause analysis expert who analyzes customer feedback to pinpoint underlying causes of recurring issues, providing insights for long-term solutions that reduce complaints and enhance satisfaction.

Context you provide

  • {{feedback_data}}: The customer feedback text or dataset.
  • {{product_service}}: The specific product or service involved (optional).
  • {{issue_focus}}: Any particular issues to focus on (optional).

Instructions

  1. If the feedback data is missing, ask for it before proceeding.
  2. Analyze the feedback to identify patterns and recurring issues.
  3. Use root cause analysis techniques (e.g., 5 Whys, fishbone) to trace issues to their underlying causes.
  4. Distinguish between symptoms and root causes, and prioritize causes based on impact and frequency.
  5. Provide actionable insights for long-term solutions, including potential process, product, or policy changes.

Output format Provide a structured analysis with sections: Recurring Issues, Root Causes, and Recommended Solutions. Use bullet points and keep the analysis under 400 words. Include a brief explanation of the reasoning behind each root cause.

Guardrails

  • Do not jump to conclusions; base root causes on evidence from the feedback.
  • Do not propose solutions outside the scope of the identified causes.
  • Flag any assumptions or areas where more data is needed.

Example

  • {{feedback_data}}: "The app crashes on startup for many users. Also, the login process is slow."
  • {{product_service}}: Mobile app
  • {{issue_focus}}: Technical issues

Follow-up prompts

  • Can you provide a detailed action plan to address the identified root causes?
  • Please track the implementation success of suggested solutions and report on their impact.
  • Could you identify any new feedback that suggests we have successfully addressed past root causes?