Customer Support Prompting

Introduction

Customer support prompts blend empathy, accuracy, action (refund, escalate), and brand voice. They handle billions of tickets daily.

Beginner analogy: Like training a customer-service agent — calm, factual, empowered to act.

Understanding the topic

Core concepts to understand:

• Empathetic opener, factual middle, action close.
• Persona: brand voice + tone.
• Tools: refund, escalate, lookup_order.
• Refusal rules: never invent policies.
• Escalation triggers: anger, complexity, regulated topics.

Syntax reference

Visual workflow / architecture:

Steps:
  1. Acknowledge the issue with empathy.
  2. Look up account via tool.
  3. Apply policy or escalate.
  4. Confirm resolution & next steps.

Real-world use

Klarna's AI handles 2/3 of all chats with these patterns. Intercom Fin, Zendesk AI, Ada — same recipe.

Best practices

• Always look up real data — never invent.
• Escalate complex / emotional cases.
• Log every action for audit.

Hands-on exercise

Interview preparation — practice these questions:

• Q1. Anatomy of a support prompt?
• Q2. How handle anger?
• Q3. Escalation triggers?
• Q4. Never-invent rules?