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How to Write a Great AI Prompt to Write a Customer Complaint Response

Most people ask AI to "Reply to a customer complaint"—and wonder why the output is mediocre. Here's how to write a prompt that actually gets you what you want on the first try.

Before

"Reply to a customer complaint"

Too vague—AI has to guess what you want

After

"Write a customer service response to a complaint about a delayed order that arrived damaged. Brand: a premium home goods company with a reputation for quality. Resolution offered: full refund or replacement. Tone: genuinely apologetic, not defensive, not overly corporate. Max 120 words. Do not use: 'We apologise for any inconvenience', 'Please be advised', or passive voice."

Specific, clear, ready to use

What makes the strong prompt better?

Resolution is defined upfront so the AI writes the email around it

Three banned phrases eliminate the most common corporate non-apology language

Passive voice ban forces the AI to write directly and with accountability

Pro tips for write a customer complaint response prompts

  • Always specify your target audience or reader
  • Include concrete examples or context from your situation
  • Set tone guidance—formal, casual, witty, empathetic
  • Add length constraints to avoid rambling output
  • Exclude what you don't want (e.g., "no buzzwords", "no clichés")

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