What's a good AI prompt for responding to an angry customer complaint

The Prompt

Write a response to this customer complaint: [paste or summarize the complaint]

What actually happened: [factual summary from your side]
What we can offer/do: [the real resolution available — refund, replacement, escalation, etc.]

Structure: acknowledge their specific frustration first (not a generic "we're sorry for any inconvenience"), briefly explain what happened without being defensive, then state the resolution clearly. Empathetic but not overly apologetic — professional, not groveling.

Why This Prompt Works

Angry customers want to feel heard before anything else — a response that opens with policy explanation or a generic apology template reads as dismissive, even when the actual resolution offered is reasonable. Structuring the prompt to require specific acknowledgment first, before explanation, mirrors how experienced support teams are trained to de-escalate.

How to Customize It

For complaints involving a clear company error, ask the AI to lean more directly into accountability language; for complaints based on a misunderstanding of policy, ask for a more explanatory (but still empathetic) tone — the right register depends on who was actually at fault.

Common Mistakes to Avoid

Never let an AI-drafted response commit to a specific resolution — a refund amount, a replacement timeline — that the agent sending it isn’t actually authorized to guarantee; verify the offered resolution against your real policy before sending.

Bottom Line

Complaint responses work best when they acknowledge the specific frustration before explaining anything, and any resolution mentioned in the draft needs to be checked against what the agent can actually authorize before it’s sent.

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