Best AI tools/Prompt library/Small business owners and customer support staff
Prompt library26 promptsUpdated 2026-10-09

AI Prompts for Customer Service Replies

Prompts that help you answer customers faster, handle complaints calmly, and build templates your whole team can use.

Works in ChatGPT, Claude, Google Gemini and other chatbots.

Paste a prompt into ChatGPT, Claude, or Gemini and replace each [BRACKET] with the real situation: the customer's message, the facts, your policy, and what you can offer. The single most important rule is to give the AI the facts, because it will otherwise fill gaps with confident guesses about refunds, dates, or prices. Remove names, emails, phone numbers, order numbers, and payment details before pasting any customer message. Read every reply before sending it and make sure it matches what you will actually do. For angry or legal sounding complaints, use the draft as a starting point and let a human make the final call.

Everyday replies

Reply to a customer question

For routine email, chat, and DM questions.

Write a reply to this customer message for [BUSINESS NAME]: [PASTE MESSAGE WITH PERSONAL DETAILS REMOVED]. Here are the facts you need: [POLICY, HOURS, PRICES OR ANSWER]. Answer the question in the first sentence, add only what they need to know next, and keep it under 100 words in a [TONE] tone. Do not invent any details that are not in the facts I gave you.

Reply to a where is my order message

For the most common question online stores get.

A customer asks where their order is. Order status: [STATUS, CARRIER, TRACKING INFO, EXPECTED DATE]. Write a short, reassuring reply that gives the status plainly, explains what happens next, and tells them what to do if it has not arrived by [DATE]. Give one version for email and one for chat under 50 words.

Explain a policy kindly

When you have to say what the rules are without sounding cold.

A customer is asking about [REFUND, CANCELLATION OR RETURN] and our policy is: [PASTE POLICY]. Their situation: [SITUATION]. Write a reply that explains the policy in plain words, shows we understand their situation, and offers [ANY OPTION WE CAN OFFER]. Avoid sounding like a legal notice and keep it under 150 words.

Answer a pricing question

For inquiries that could turn into a sale.

A potential customer asked: [QUESTION ABOUT PRICE]. Our pricing: [PRICING DETAILS]. Write a reply that gives a clear price or range, explains what is included, mentions what can change the price ([FACTORS]), and invites them to [NEXT STEP]. Keep it friendly and under 120 words.

Reply to a booking or rescheduling request

For salons, clinics, trades, and any booking based business.

Write a reply to a customer who wants to [BOOK, RESCHEDULE OR CANCEL] an appointment with [BUSINESS NAME]. Our availability or rule: [AVAILABILITY OR POLICY, E.G. 24 HOUR NOTICE]. Confirm what we can do, offer [NUMBER] specific options, and make the next step one simple reply. Keep it under 80 words.

Write a follow up after a fix

A day or two after resolving an issue.

We fixed this customer's problem: [PROBLEM AND WHAT WE DID]. Write a short follow up message checking that everything is working, thanking them for their patience, and making it easy to reply if anything is still wrong. Keep it under 70 words and do not ask for a review in the same message.

Translate a reply

When customers write in a language you do not speak.

Translate this customer service reply into [LANGUAGE] for a customer in [COUNTRY]: [PASTE REPLY]. Keep the tone polite and natural for that country, keep product names and order numbers unchanged, and then translate it back to English so I can check the meaning.

Complaints and difficult conversations

Respond to an angry customer

When a customer is upset and you want to cool things down.

Write a reply to this upset customer: [PASTE MESSAGE WITH PERSONAL DETAILS REMOVED]. What actually happened: [FACTS]. What we can offer: [REFUND, REPLACEMENT, DISCOUNT OR NONE]. Acknowledge their frustration in one sentence, take responsibility for what we got wrong without blaming them, explain the fix, and give a clear timeline. Stay calm and under 150 words.

Say no politely

When you must decline a refund, discount, or special request.

A customer has asked for [REQUEST], and we cannot do it because [REASON]. Write a reply that says no clearly but kindly, briefly explains why, and offers the closest thing we can do: [ALTERNATIVE]. Avoid phrases like unfortunately our policy states. Keep it under 120 words.

Apologize for a mistake

When your business genuinely got something wrong.

We made this mistake: [MISTAKE]. It affected the customer like this: [IMPACT]. Write a sincere apology from [NAME AND ROLE] that names the mistake specifically, explains what we are doing to fix it ([FIX]) and to prevent it happening again ([PREVENTION]), and offers [GESTURE]. No excuses, no corporate language, under 150 words.

Handle a customer who keeps escalating

When a conversation is going in circles.

Here is the full thread with a customer who keeps escalating: [PASTE THREAD WITH PERSONAL DETAILS REMOVED]. Summarize what they actually want, what we have already offered, and where the misunderstanding is. Then write a final, firm but respectful reply that restates our best offer, sets a clear boundary, and explains how to take it further if they wish.

De-escalate a phone call

Before a tricky callback.

I need to call back a customer who is upset about [ISSUE]. Write me a short call plan: an opening line, three questions to understand the problem, phrases to acknowledge their frustration, what I can offer ([OPTIONS]), and how to close the call with clear next steps. Keep phrases natural to say out loud.

Respond to a refund demand

When you want to think through both answers before deciding.

A customer wants a refund for [PRODUCT OR SERVICE] because [REASON]. Our refund policy is [POLICY] and the facts are [FACTS]. Draft two replies: one if we approve the refund, and one if we decline but offer [ALTERNATIVE]. Both should be respectful, specific, and under 130 words.

Reply to a public complaint on social media

When a complaint is visible to everyone.

Someone posted this public complaint about [BUSINESS NAME] on [PLATFORM]: [PASTE COMMENT]. Write a short public reply that acknowledges the issue, does not share private details or argue, and moves the conversation to [PRIVATE CHANNEL]. Then write the private follow up message.

Templates and systems

Build a reply template library

When you answer the same things every day.

Based on these common customer questions: [LIST TOP 10 QUESTIONS] and our facts: [POLICIES, HOURS, PRICES, SHIPPING TIMES], write a saved reply for each. Keep each under 80 words, add [CUSTOMER NAME] and other placeholders where details change, and give each template a short name I can search.

Write an FAQ page

To cut down on repeat questions.

Using these questions and answers from our inbox: [PASTE QUESTIONS AND ANSWERS], write a clear FAQ page for [BUSINESS NAME]. Group questions into sections, write each answer in two to four sentences, and flag any answer that is missing information or could be read two ways.

Write an auto reply

For after hours, holidays, and busy periods.

Write an automatic reply for [CHANNEL, E.G. EMAIL, INSTAGRAM, WEBSITE CHAT] at [BUSINESS NAME] for when we are [CLOSED OR BUSY]. Our response time is [RESPONSE TIME]. Include answers or links for the three most common questions ([QUESTIONS AND LINKS]) and how to reach us urgently if that is possible. Keep it under 90 words.

Create a tone of voice guide

When several people answer customers and replies feel inconsistent.

Here are five customer replies our team wrote that we liked: [PASTE EXAMPLES]. Write a one page customer service tone guide for [BUSINESS NAME]: how we greet, how we apologize, words we use, words we avoid, how formal we are, and how we sign off. Include three before and after examples.

Write instructions for a chatbot

When setting up a website or messaging chatbot.

Write instructions for an AI chatbot that answers customer questions for [BUSINESS NAME], a [BUSINESS TYPE]. Facts it may use: [PASTE FACTS]. It should answer only from these facts, be friendly and brief, never make up prices or promises, and hand off to a human at [CONTACT] for refunds, complaints, or anything it is unsure about.

Write an escalation checklist

When training new team members.

Write a simple escalation guide for staff at [BUSINESS NAME]. List which customer issues frontline staff can solve alone, which need a manager, and which need the owner, using these examples: [EXAMPLE ISSUES]. Include what information to collect before escalating and the maximum response time for each level.

Review and improve

Grade a reply before sending

When a reply matters and you want a second opinion.

Review this customer service reply before I send it: [PASTE REPLY]. The customer's message was: [PASTE MESSAGE]. Score it out of 10 for clarity, empathy, accuracy, and tone. Point out anything that could be misread or make things worse, then give an improved version.

Find patterns in complaints

Monthly, to fix problems instead of just answering them.

Here are [NUMBER] recent customer complaints or support tickets with personal details removed: [PASTE]. Group them by root cause, count how many fall into each group, and suggest one process change for each of the top three causes that would prevent the complaint in the first place.

Shorten a long reply

When replies are thorough but nobody reads them.

This reply is too long: [PASTE REPLY]. Cut it to under [WORD COUNT] words while keeping every fact the customer needs and the friendly tone. Put the answer first and any next steps as a short list. Then tell me which sentences you removed so I can check nothing important was lost.

Write a satisfaction survey

To hear about problems before they become public reviews.

Write a short customer satisfaction survey for [BUSINESS NAME] to send after [SERVICE OR PURCHASE]. Use no more than five questions: one rating question, one about what went well, one about what to improve, one about whether they would recommend us, and one optional open comment. Include a short intro message.

Coach a new team member

When training someone to answer customers.

Here are three replies a new team member at [BUSINESS NAME] wrote: [PASTE REPLIES]. For each one, give kind, specific feedback on what worked, what to change, and why, using our tone guide: [TONE NOTES]. Then write the improved version so they can compare. Keep the feedback encouraging and practical.

Turn a resolved issue into a help article

When the same fix keeps being explained one customer at a time.

Here is a support conversation where we solved a common problem: [PASTE THREAD WITH PERSONAL DETAILS REMOVED]. Turn it into a short help article titled How to [TASK]. Include the symptoms, the cause, numbered steps to fix it, and when to contact us at [CONTACT].

Questions people ask

Can ChatGPT write customer service replies?

Yes. ChatGPT, Claude, and Gemini are good at drafting polite, clear replies, especially for complaints and policy questions. The key is to give them the real facts: what happened, your policy, and what you can offer. Without facts, AI will guess and may promise things you cannot deliver. Always read the reply before sending and remove personal details from anything you paste in.

What is the best prompt for replying to an angry customer?

Give the AI the customer's message, the true facts of what happened, and exactly what you are willing to offer. Ask it to acknowledge the frustration in one sentence, take responsibility for real mistakes, explain the fix with a timeline, and stay under 150 words. The 'Respond to an angry customer' prompt above follows this structure.

Is it safe to paste customer emails into ChatGPT?

Remove names, email addresses, phone numbers, order numbers, and payment details first, or replace them with placeholders like [CUSTOMER NAME]. The message content is usually all the AI needs to write a good reply. If your business handles sensitive data, such as health or financial records, check your privacy obligations and consider a business plan with stronger data controls.

These prompts are written by Leapscope. Always check AI output for facts before you use it, and keep private customer data out of chatbots.