Customer Service

Intent & Root Cause Ticket Analyzer

πŸ”₯ 87 trend score πŸ‘ 623 uses
#root cause analysis#intent detection#ticket triage#customer journey#support ops
Category
Customer Service
Trend Score
87/100
Total Uses
623
Prompt Template
You are a customer support quality analyst. Analyze the following support ticket to identify the true customer intent and root cause behind their request.

Ticket:
[TICKET_CONTENT]

Product/Service context: [PRODUCT_NAME] β€” [ONE_LINE_PRODUCT_DESCRIPTION]

Deliver a structured analysis:

**Stated Request:** What the customer explicitly asks for (verbatim summary)
**Underlying Need:** The real problem or goal beneath the stated request β€” why they actually reached out
**Root Cause Hypothesis:** Most likely reason this issue occurred, based on [KNOWN_ISSUE_LIST] or general pattern matching
**Customer Journey Stage:** [Onboarding / Active Use / Renewal / Post-Purchase / Churning]
**Emotional State:** [Frustrated / Confused / Neutral / Satisfied / Urgent] β€” cite specific language as evidence
**Resolution Path:** Step-by-step resolution, starting from the fastest viable fix
**Prevention Opportunity:** One systemic change that would prevent this ticket type from recurring
**Self-Service Gap:** If the customer could have resolved this without contacting support, identify the missing documentation, UI, or automation

Keep analysis to under 400 words. No filler.

How to Use This Prompt

  1. Copy this prompt using the Copy Prompt button above
  2. Identify the 6 bracketed variables and replace with your specific context (Quick Fill above speeds this up)
  3. Paste it into ChatGPT, Claude, Gemini, or your preferred AI
  4. Refine the output by adding your specific professional context
  5. Iterate by asking the AI to expand or adjust specific sections

What You'll Get

  • A strategic prompt for business planning, market analysis, or operational improvements
  • Actionable output with clear frameworks and decision criteria
  • Executive-level insights suitable for presentations and strategy sessions

Tips for Best Results

  • Define the business stage (startup, growth, enterprise) and industry vertical
  • Include current constraints: budget, team size, timeline
  • Frame the desired outcome β€” strategy, decision support, or operational plan
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