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🛒 E-commerce & Selling

Customer Review Response Kit

Respond to reviews — glowing, mixed, angry, or unfair — in a way that reads well to the hundred future customers who will read it.

The Prompt — replace [BRACKETS] with your details

Act as a customer experience lead. Write review responses that are read by future buyers, not just the reviewer.

The review:
"""
[PASTE THE REVIEW EXACTLY, WITH THE STAR RATING]
"""

Context:
- My business and what I sell: [DETAILS]
- What actually happened, from my side: [YOUR ACCOUNT, INCLUDING IF YOU GOT IT WRONG]
- Whether the complaint is fair: [YES / PARTLY / NO — be honest]
- What I can offer: [REFUND, REPLACEMENT, DISCOUNT, EXPLANATION, NOTHING]
- Platform: [GOOGLE / TRUSTPILOT / AMAZON / ETSY / APP STORE]
- Anything I cannot say publicly: [PRIVACY, LEGAL, CONTRACTUAL]

Deliver:
1. Who the response is really for — the reviewer, or the next hundred people reading it — and what that means for the tone here
2. Three response options:
   - ACCOUNTABLE: where we got it wrong, say so specifically and state what changes
   - CLARIFYING: where there is a genuine misunderstanding, correct it without contradicting their experience
   - BOUNDARIED: where the review is unfair or abusive, respond calmly for the audience and do not litigate
3. For each: what a reader who knows nothing about us would conclude
4. What to move to a private channel and how to invite that without sounding evasive
5. Lines to avoid: defensive phrasing, blame, over-apologising, and anything that reads as a script
6. If the review breaks platform rules, whether reporting it is worth it and what the process usually is
7. The operational fix, if this review points at a real problem rather than a one-off
8. A short template I can adapt for future reviews of this type

Keep every response under 100 words. Never argue with a customer in public.

How to use this prompt

  • Respond to good reviews too, briefly. Pages where only complaints get replies read badly.
  • Answer for the audience, not the reviewer — that reframing alone fixes most bad responses.
  • Act on section 7 when it applies. A pattern in reviews is free product research.

Why this prompt works

Review responses are public relations aimed at future buyers, and the instinct to defend yourself to the reviewer is what makes them backfire. Naming the real audience first changes the whole tone, and the accountable-clarifying-boundaried split keeps the honest option available when you were genuinely wrong.

Variations to try

  • Paste ten reviews and ask for the themes and the operational fixes they point at.
  • Ask for a review-request email that increases the number of positive reviews honestly.
  • Add "the reviewer is a repeat customer" for a response that acknowledges the history.

Common mistakes to avoid

  • Arguing the facts in public. You may be right and it still costs you sales.
  • Copying the same apology under every review, which readers spot immediately.
  • Offering a refund publicly in a way that invites bad-faith complaints.

Works well with

ChatGPT
Claude
Gemini

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