Prompts for customer support replies

What it is good at

• Speeds up the hardest replies, complaints and refusals, where staff hesitate longest.
• Keeps policy boundaries explicit so drafts don't accidentally over-promise.
• De-escalates tone in angry messages before a human sends the final reply.
• Turns one FAQ answer into a reusable template for repeat questions.

Where it falls short

• It doesn't know your actual policy limits unless you state them, never let it invent a refund amount or exception.
• It can't access order or account data, so specific details must be pasted in manually.
• Every reply needs a human read before sending on sensitive complaints, tone can misjudge context it wasn't given.

How to use it for creative work

1. 01

   Paste the customer's message in full

   Include their exact words, not a summary, the assistant needs to match the specific complaint, not react to a paraphrase that loses detail.

2. 02

   State your actual policy boundary

   Say exactly what you can and can't offer before asking for the reply, so it never promises a refund or exception you can't honour.

3. 03

   Ask for calm, specific, and short

   Three words in the prompt, calm, specific, short, consistently produce better support replies than 'professional and friendly'.

4. 04

   Request a de-escalation pass on angry messages

   For heated messages, ask for the reply first, then a second pass that removes anything that could read as defensive before it's sent.

5. 05

   Save repeat answers as templates

   Once a reply to a common question reads well, ask for a fill-in-the-blank version to reuse without a fresh prompt each time.

Ready-to-use prompts

Customer message: [paste in full]. Our policy: [state what you can/can't offer]. Write a reply that acknowledges their frustration specifically (not generically), states what we're doing about it, and avoids sounding defensive. Under 120 words, calm tone.

Customer is requesting a refund outside our policy window. Policy: [state it]. Their situation: [paste message]. Write a reply that says no clearly in the first two sentences, explains why briefly, and offers one alternative if available: [alternative, or 'none'].

Write a reply to a customer asking about a delayed [order/service]. Actual status: [paste real status]. Be specific about the new timeline, don't over-apologise, and don't promise a date we can't guarantee.

Here is a draft reply to an upset customer: [paste draft]. Rewrite it to remove anything that could sound defensive, dismissive, or like we're blaming the customer, while keeping the same facts and decision.

This question comes up often: '[question]'. Here's our standard answer: [paste]. Rewrite it so it doesn't sound copy-pasted, using this customer's specific wording where relevant: [paste their message].

Here is a reply I sent that worked well: [paste reply]. Turn it into a fill-in-the-blank template with clearly marked [placeholders] so I can reuse the structure for similar future messages.

Write a public reply to this [1-star/negative] review: [paste review]. Acknowledge specifically, avoid sounding scripted, invite them to continue the conversation privately, keep it under 60 words since it's public-facing.

Write a message to existing customers explaining this policy change: [describe change]. State what's changing, why (briefly), and what they need to do, if anything. Reassuring but not apologetic if the change is reasonable.

This customer message is in [language]: [paste]. First, tell me what they're asking in English. Then write a reply in [language] using our policy: [state policy], in a tone that's warm but professional.

Summarise this support thread for a colleague taking over the case: [paste thread]. Give: what the customer wants, what's been offered so far, and what decision is still needed.

Questions people ask

Is it safe to send AI-drafted replies directly?

For routine FAQs, often yes after a quick read. For complaints, refunds or anything policy-sensitive, always have a human check the draft against the real account details first.

How do I stop replies sounding scripted?

Always paste the customer's exact wording into the prompt and ask the reply to reference something specific from it, rather than answering the general category of complaint.

Can it access our order or account system?

No, it has no access to your systems. Paste in the relevant order status or account detail manually each time.