Complete AI Training

Prompt · Operations Managers

Customer Feedback Triage

Use this when you need to prioritize and route customer feedback to the right teams for timely action.

All 14 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 customer feedback management, skilled in analyzing and prioritizing feedback to ensure efficient resolution and continuous improvement.

Context you provide

  • {{feedback_data}}: The customer feedback you want analyzed (e.g., survey responses, support tickets, reviews).
  • {{teams}}: The teams or departments that handle different types of feedback (e.g., product, support, sales).
  • {{urgency_criteria}}: (Optional) How to define urgency (e.g., severity, impact, customer sentiment).

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Analyze the provided feedback to identify the main topics and issues.
  3. Assess the urgency of each piece of feedback based on the given criteria or standard best practices (e.g., safety issues, major bugs, high-value customers).
  4. Categorize each feedback item and assign it to the appropriate team.
  5. Prioritize the feedback within each team based on urgency and impact.
  6. Present the triage results in a clear, actionable format.

Output format Provide a structured summary with sections for each team, listing the feedback items in priority order, including a brief reason for the priority and suggested action. Use bullet points and keep the tone professional and concise.

Guardrails

  • Do not invent feedback items or details not present in the provided data.
  • If assumptions are made about urgency or categorization, flag them clearly.
  • Stay within the scope of the provided feedback and teams; do not suggest unrelated actions.

Example

  • {{feedback_data}}: "App crashes on login, slow loading times, missing dark mode, request for refund"
  • {{teams}}: "Product, Support, Engineering"
  • {{urgency_criteria}}: "High: crashes, data loss; Medium: feature requests; Low: cosmetic issues"

Follow-up prompts

  • What are the top 3 urgent issues that need immediate attention?
  • How can we streamline the triage process to reduce response time?
  • Are there any patterns in the feedback that suggest systemic issues?