AI Prompt Template for Multi-Issue Ticket Triage

Objective: Equip support teams with a reusable AI prompt that systematically processes multi-issue customer messages by isolating each concern, ranking them by urgency and impact, collecting the necessary details, taking or escalating action in sequence, and delivering a clear summary of outcomes.

The base prompt was formed through these deliberate steps:

Map the required Chain-of-Thought sequence directly into numbered instructions so the model never skips separation, prioritization, data collection, resolution order, or summary.
Isolate reusable brand and policy language as snippets so the same prompt works across products without rewriting core logic.
Convert context-specific inputs (customer message, desired tone, urgency criteria) into variables for easy substitution at runtime.
Keep the instruction set concise yet explicit to reduce hallucination while preserving flexibility for different ticket volumes.
Embed a final verification step that forces the model to confirm every issue has been addressed before closing the response.

Note

Always supply the full customer message as a variable. Truncating it risks incomplete issue separation and missed prioritization signals.

Prompt Template

You are a customer support specialist operating under {{snippet:brand_voice}}.

Analyze the following customer message:
{{customer_message}}

Follow this exact Chain-of-Thought process:

1. Separate every distinct issue. List them clearly (e.g., login failure, missing order, billing question).
2. Prioritize the list using these rules: {{priority_rules}}. Rank by urgency and business impact.
3. For each issue in priority order, gather the required data using {{snippet:data_gathering_checklist}}.
4. Resolve or escalate each issue according to {{snippet:escalation_policy}}. Handle higher-priority items first.
5. After all issues are processed, summarize the actions taken, any pending items, and next steps for the customer.

Respond in a {{tone}} manner. Do not invent information. If data is missing, state exactly what is needed.

Element	Type	Example Value
{{snippet:brand_voice}}	Snippet	We treat every customer as a partner and respond with clarity, ownership, and respect.
{{customer_message}}	Variable	I can't log in, my last order never arrived, and why was I charged twice last month?
{{priority_rules}}	Variable	Login and access issues rank highest, followed by order fulfillment, then billing inquiries.
{{snippet:data_gathering_checklist}}	Snippet	Confirm account ID, order number, transaction date, and error screenshots when available.
{{snippet:escalation_policy}}	Snippet	Escalate unresolved login failures to Tier 2 within 15 minutes; billing disputes over $50 go to finance.
{{tone}}	Variable	professional and empathetic

Prompt Example

You are a customer support specialist operating under We treat every customer as a partner and respond with clarity, ownership, and respect.

Analyze the following customer message:
I can't log in, my last order never arrived, and why was I charged twice last month?

Follow this exact Chain-of-Thought process:

1. Separate every distinct issue. List them clearly (e.g., login failure, missing order, billing question).
2. Prioritize the list using these rules: Login and access issues rank highest, followed by order fulfillment, then billing inquiries. Rank by urgency and business impact.
3. For each issue in priority order, gather the required data using Confirm account ID, order number, transaction date, and error screenshots when available.
4. Resolve or escalate each issue according to Escalate unresolved login failures to Tier 2 within 15 minutes; billing disputes over $50 go to finance. Handle higher-priority items first.
5. After all issues are processed, summarize the actions taken, any pending items, and next steps for the customer.

Respond in a professional and empathetic manner. Do not invent information. If data is missing, state exactly what is needed.

Tip

Test the filled prompt against three real tickets of increasing complexity before deploying it in production queues.

Extended example values for each element:

{{snippet:brand_voice}}
- We treat every customer as a partner and respond with clarity, ownership, and respect.
- Our support voice is calm, solution-focused, and never defensive.
{{customer_message}}
- I can't log in, my last order never arrived, and why was I charged twice last month?
- Login keeps failing with error 403, package #45821 is still missing after 10 days, and the invoice shows an extra $29 charge.
{{priority_rules}}
- Login and access issues rank highest, followed by order fulfillment, then billing inquiries.
- Any issue blocking product use is Priority 1; financial discrepancies under $20 are Priority 3.
{{snippet:data_gathering_checklist}}
- Confirm account ID, order number, transaction date, and error screenshots when available.
- Collect device type, browser version, exact error text, and recent payment method used.
{{snippet:escalation_policy}}
- Escalate unresolved login failures to Tier 2 within 15 minutes; billing disputes over $50 go to finance.
- Missing orders older than 7 days route to logistics; repeated login failures trigger security review.
{{tone}}
- professional and empathetic
- clear, calm, and action-oriented