How to Reply to Any Customer Review with AI (20 Templates)

A customer leaves a review, and you'll read it three times before deciding how to respond to it. A positive review produces relief and then quiet, while a negative one produces an immediate urge to explain the entire situation in public, which is almost never the correct instinct.

That urge is expensive. The review itself is read by a handful of people, but your reply sits underneath it for years, and every future customer who checks your profile reads the two together. You can't remove the review, but you can decide what the pair looks like to the next person who reads it.

The 20 templates below cover the reviews a local service business actually receives, from a warm five-star assessment that deserves more than a generic thank you to a hostile one-star that misstates the facts. Each template is complete, so you can paste it into ChatGPT, Claude or Gemini and replace the bracketed details before you run it.

Key takeaways

• Every reply is written for the next customer who reads the review, not for the individual who wrote it.
• Four rules cover almost every review: answer quickly, state the facts once, move the detail into a private channel, and sign it as the owner.
• The templates below are grouped by rating, because a five-star reply and a one-star reply are performing completely different jobs.
• A correct, composed reply to a harsh review often reads better to a stranger than the review itself does.
• Never argue about the sequence of events in public, and never comment on a customer's character.

Why the reply matters more than the review

Prospective customers do not read a review in isolation. They read the review, then the response directly underneath it, and they form a judgement about how you behave when a job goes wrong. A single hostile review answered with composure reads as a business that accepts responsibility. The identical review answered defensively reads as a business that will argue with them as well.

This is the part most owners overlook. The reply isn't a defence of your reputation. It is a demonstration of your service performed in public for an audience that has not hired you yet, which is why the tone matters considerably more than the accuracy of your argument.

The four rules for any review reply

Before you touch the individual templates, decide the shape of the answer. Four rules carry almost every case, and they operate in the same sequence every time.

Answer within two days, because a rapid reply signals a business that monitors its own profile. State the facts exactly once, because repeating a defence reads as arguing. Move the detail into a private channel, because the specifics of an individual job do not belong in public. And sign it as the owner, because customers decide whether to trust a person rather than a brand name.

How to run these templates through AI

Paste the template, replace every bracketed section, and add a sentence describing what actually happened on the job. The model can't invent your job details, and if you leave the placeholders empty it will produce something generic enough to describe any business at all, which is the opposite of what you want.

You are the owner of a [trade] business in [town]. A customer left this review: "[paste the review]".
What actually happened: [two or three sentences of fact].
Write a public reply under 90 words. State the facts once, take responsibility for what was ours, do not
argue, and invite the customer to contact us at [email or phone] to resolve it.
Stop at the invitation. Do not offer a discount in public.

The 20 templates

Every template below is a complete request rather than a fragment. Replace the brackets, respect the word limits, and read the result carefully before you post it anywhere.

Five-star reviews

These are the easiest to get wrong, because a generic thank you discards the best free advertising your business has.

1. Five stars with a specific detail

You are the owner of a [trade] business. Reply to a five-star review that mentions [detail].
Write three options under 45 words each. Reference the specific job, thank the customer, and avoid
repeating their words back at them. Sound like a person writing after a long day, not a template.

2. Five stars that names a technician

You are the owner of a [trade] business. A five-star review praises [technician name].
Write a reply under 50 words that thanks the customer, passes the compliment to that person by name,
and adds one line about the standard you expect from the crew.

3. Five stars that hints at a return visit

Act as the owner of a [trade] business. A happy customer mentions [future need].
Write a reply under 55 words that thanks them, confirms we handle that work, and names one thing they
should check before booking it, so the reply is useful rather than promotional.

4. Five stars that also mentions a problem

You are the owner of a [trade] business. A glowing review adds one small complaint about
[problem]. Write a reply under 70 words that thanks them first, acknowledges the complaint briefly
without a long defence, and states the one change we made so it does not repeat.

Four and three-star reviews

Mixed reviews are the most valuable ones to answer well, because they are the reviews a hesitant customer actually believes.

5. Four stars, no comment

You are the owner of a [trade] business. A customer left four stars with no written comment.
Write a reply under 40 words that thanks them, asks which part of [service] could have been better, and
gives them a direct way to tell us privately.

6. Four stars with a small complaint

Act as the owner of a [trade] business. A four-star review mentions [complaint].
Write a reply under 75 words. Thank the customer, name what we already changed as a result, and avoid
listing reasons or excuses. Offer one sentence inviting them back for [related service].

7. Three stars about the price

You are the owner of a [trade] business. A three-star review says the work was good but the
price felt high. Write a reply under 80 words that thanks them, explains in one sentence what the price
covers, and does not defend the number twice.

8. Three stars about scheduling

Act as the owner of a [trade] business. A three-star review complains about [scheduling issue].
Write a reply under 80 words that acknowledges the delay, states the fact once, explains the single
change we made to [process], and invites them to book directly with us next time.

One and two-star reviews

These are the ones you'll want to write quickly and publish slowly. Draft the reply, close the tab, and read it again an hour later before it goes anywhere.

9. A mistake that was genuinely ours

You are the owner of a [trade] business. We got [specific mistake] wrong and the customer left a
one-star review. Write a public reply under 90 words and a private message under 150 words.
The public reply owns the mistake in plain words and moves the resolution offline. The private message
offers a specific next step and a time to talk.

10. A late arrival complaint

Act as the owner of a [trade] business. A customer says we arrived [hours or days] late for
[service]. Write a reply under 80 words that apologizes once, states the cause in a single sentence
without blaming staff or suppliers, and says what the customer should expect next time.

11. A damage claim

You are the owner of a [trade] business. A customer says our work damaged [property].
Write a reply under 85 words that does not admit or deny liability in public, states that we take every
claim seriously, and asks them to contact [contact details] so we can inspect it properly.

12. A price dispute

Act as the owner of a [trade] business. A customer says we charged more than the quote for
[service]. Write a reply under 80 words that confirms we will review the invoice with them, avoids
speculating about the amount in public, and gives one clear way to reach the person handling it.

13. The same customer complains twice

You are the owner of a [trade] business. A customer left a second negative review about
[issue] after we already responded. Write a reply under 70 words that stays warm, confirms we stand
behind the earlier offer, and adds no new argument.

14. An angry review with no specifics

Act as the owner of a [trade] business. A one-star review says [vague complaint] with no details.
Write a reply under 65 words that stays calm, says we would like to understand what happened, and asks
for one piece of information so we can look it up.

Reviews that are wrong or not yours

Some reviews cannot be resolved at all, only answered for the benefit of the people who will read them later.

15. A review for the wrong business

You are the owner of a [trade] business. A review describes work we do not offer and a town we do
not serve. Write a reply under 60 words that politely points out the mix-up, confirms what we actually
do, and invites anyone reading to check our services.

16. A review from someone who was never a customer

Act as the owner of a [trade] business. We have no record of [name or job] and believe the review
is not from a customer. Write a reply under 70 words that states the fact once, stays neutral, and
avoids any accusation about who wrote it.

17. A review that gets the facts wrong

You are the owner of a [trade] business. A review claims [false claim]. Write a reply under 80
words that corrects the record calmly, gives only the facts a reader needs, and offers a direct channel
for the customer to discuss it. Do not mention legal action.

No-text ratings and long-time customers

18. Five stars with no text at all

Act as the owner of a [trade] business. A customer left five stars with no comment.
Write a reply under 35 words that thanks them warmly and mentions the service they booked, so the reply
adds information for anyone reading the profile.

19. A review from a customer of ten years

You are the owner of a [trade] business. A long-standing customer left a positive review.
Write a reply under 55 words that thanks them for the years of repeat business, mentions one job we are
proud of, and does not turn the reply into an advertisement.

20. A review that mentions a competitor

Act as the owner of a [trade] business. A customer compares us to [competitor] in a positive
review. Write a reply under 60 words that thanks them, mentions one difference in how we work, and says
nothing negative about the other business.

Adapting a template to your trade

The templates are deliberately plain, because a reply that sounds like a press release helps nobody. To adapt one to your trade, add the vocabulary your customers use, the equipment or material involved, and the single piece of local context that makes the job specific.

If you'd like the model to maintain your voice across every reply, describe that voice once and reuse that description each time. Two sentences are usually sufficient, and it saves you editing the identical phrases twenty times.

When to take it offline

A public reply should always end with an invitation and never with a resolution. Any reply that names an amount, a warranty term, a staff member or a sequence of events belongs in a private message instead.

The practical test is straightforward. If a stranger reading the exchange learns something private about the customer, the reply has gone too far. Rewrite it so it acknowledges the issue, signals that you take it seriously, and moves the detail into a private channel.

Which pack covers reviews

Every template above works on its own, and you don't need a pack to use any of them. If you'd rather begin from a library built specifically for the job, these cover the same ground with the wording already tuned to your customers.

What it does	Ready-made pack
Reply to any review, at any rating	Jax, Review Response Generator
Answer support and complaint emails	Tessa, Email Support Assistant
Reviews plus listings and local visibility	Local Visibility Arsenal, 4 GPTs

Every pack is a one-time payment with instant download that operates in ChatGPT, Claude and Gemini.

Questions we get asked

Should I reply to every review?

Reply to every review that contains words, and to a bare rating when you have something specific to say about it. A profile where every review carries a reply reads as a business that pays attention, and that impression is worth considerably more than the five minutes you save by skipping it.

Skip only the replies that would repeat something you already said. A second answer to the identical complaint contributes nothing for the reader and invites another round.

Can AI write a reply that does not sound automated?

It can, provided you give it the specific detail. The sentences that sound automated are the ones containing no real information, and those appear whenever you leave the placeholders empty. Name the job, the town and the single thing that happened, and the result reads like a person who was actually there.

What if the review is unfair?

Write the reply for the audience rather than for the author. State the fact once, without heat, and then stop. A measured answer to an unfair review is one of the few pieces of marketing that costs nothing at all and persuades strangers.