Responding to a negative review: three drafts and the one you should not send
Paste the review and what really happened. Get three replies taking three different positions, plus the lines that would make it worse.
- Works in
- Claude
- You need
- The review, pasted exactly as written · What actually happened, including the part that reflects badly on you
- Written for
- how to respond to negative review
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This page, run through the audit we sell. Measured 20 August 2026.

Three replies to the same review, each taking a different position on whether the complaint is fair. The one you reach for tells you what you actually think, and it is often not the one a stranger reading the page would find convincing. The prompt also names what a reply cannot fix.
The worked example
Run with this two star review, pasted as written:
“Waited 40 mins past my appointment time then the hygienist rushed the clean in about 15 minutes. Front desk didnt say sorry or explain anything. Won’t be back.”
and what actually happened: “the morning ran over because a patient before her needed an extra procedure, we were about 35 minutes behind by the time she was seen, the clean was a standard 20 minute appointment and was not shortened, nobody at the desk told her anything because they did not know how far behind we were”:
ACCEPT You waited 40 minutes and nobody at the desk told you why. Both of those are on us. The morning ran over after an earlier appointment needed more time, and the desk did not know how far behind we were, which is a scheduling problem and not yours to absorb. From this month the desk gets a running update from the surgery so people are told before they ask. Your clean was a standard 20 minute appointment rather than a shortened one, though I understand how it felt after that wait. [CONFIRM: name], practice manager
CLARIFY The clean was a standard 20 minute appointment, not a shortened one, and I want to say that plainly. The 40 minute wait is real and so is the fact that nobody explained it, which is the part I would be annoyed about too. An earlier patient needed more time and the desk was not told how far behind we were running. We have changed that. If you want the appointment notes, call and ask for me. [CONFIRM: name], practice manager
DECLINE Not applicable here. The wait and the lack of explanation are both accurate and we are not disputing them.
RECOMMENDED ACCEPT. The deciding fact is your own: the desk did not know how far behind the surgery was. That is a failure the reviewer described accurately from outside, and correcting her on the 20 minutes while leading with it reads as defensive to anybody who was not there.
DO NOT SEND ANY OF THESE IF
- She has contacted you directly about the same visit and it is unresolved. Reply to the person first, in private, before anything is published.
- Any part of your response would confirm treatment she has not mentioned herself. She wrote “hygienist” and “clean”, so those words are hers. Nothing else about her care is.
- The practice is in a formal complaints process with her, in which case anything published becomes part of that.
WHAT THE REPLY CANNOT FIX
- The desk has no visibility of how far behind the surgery is running. This produced the review and it will produce the next one.
- A 35 minute overrun was absorbed by every patient after it rather than by the schedule. That is a booking design problem.
- The 20 minute clean felt rushed to somebody who had already waited 40 minutes. Nothing in the reply changes how that felt.
Why the third block matters more than the drafts
WHAT THE REPLY CANNOT FIX is the only part of that output that has any effect on the next review. In the example it names one thing: the front desk cannot see how far behind the surgery is. Everything the reviewer experienced follows from that, and no wording fixes it.
This is the failure mode of every reviews process that becomes somebody’s weekly task. The replies get better, the response time improves, the tone gets warmer, and the operational fact that produces the reviews is never written down anywhere because the reply felt like the response. Reviews are a reporting channel. The reply is the receipt.
The rule that outranks being right
Rule 1 in the prompt stops the reply disclosing anything about the reviewer that they did not publish themselves, and it is deliberately placed above every other instruction, including accuracy.
The reason is that the strongest factual defence is usually the one that discloses the most. A dental practice correcting the record on appointment length is describing somebody’s care. A clinic saying “you were seen on the 14th, not the 12th” has confirmed they were a patient. Businesses do this every day while winning the argument, and the disclosure is not undone by the reviewer having started it.
The version that stays inside rule 1 also happens to be the version a stranger finds more credible, which is a rare case where the careful answer and the effective one are the same answer.
You are writing a public reply to one negative review. It will be read by
people deciding whether to buy, not by the reviewer alone. Output the drafts
first, with no preamble.
Give me three, each under 90 words, each labelled:
ACCEPT
Written on the basis that the complaint is substantially fair. Names the
specific thing that went wrong, in the reviewer's own terms, and says what
changes. No conditional apology.
CLARIFY
Written on the basis that something material is missing or misunderstood.
Corrects the fact plainly and without scoring a point, then still owns the
part that was yours. There is almost always a part that was yours.
DECLINE
Written on the basis that the review is inaccurate, abusive, or not from a
customer. Short, courteous, states the position once, invites contact off
the platform, and argues nothing.
Rules for every draft:
1. Never disclose anything about the reviewer that they did not put in the
review themselves. Not their appointment, their order, their diagnosis,
their balance, their address, whether they are a customer at all. This
rule outranks every other consideration here, including being right.
2. No compensation, refund, discount or free replacement offered in public.
Move that to the contact line.
3. Open with the substance. Never with "We're sorry to hear this" or "Thank
you for your feedback", both of which read as a form letter because they
usually are one.
4. Never say "we take all feedback seriously", "we strive to", "this is not
the experience we want you to have", "reach out", or "please DM us".
5. Use the reviewer's own noun for the problem. If they said "waited", the
reply says waited, not "delays in scheduling".
6. One apology at most, and only in ACCEPT, and only for the specific thing.
7. Never invent a policy, a name, a date, a cause or a corrective action. If
a draft needs one, write [CONFIRM: what has to be true] on that line.
8. Sign with a role a real person holds, not the business name alone.
Then three short things:
RECOMMENDED
Which draft, and the one fact in what I told you that decides it.
DO NOT SEND ANY OF THESE IF
The conditions under which every draft above is the wrong move, including
when replying at all is the wrong move.
WHAT THE REPLY CANNOT FIX
Anything in what I told you that is an operational problem rather than a
communication problem. One line each. This is the part that matters and it
is not the reply.
The review, exactly as written: [REVIEW]
What actually happened: [WHAT HAPPENED]What to change
Everything in square brackets is yours to replace. Nothing else needs editing.
[REVIEW]- The review pasted verbatim, including the star rating and the typos. Do not summarise it. Rule 5 makes the reply reuse the reviewer noun for noun, and that only works if the model has the actual words rather than your paraphrase of them, which will already have softened the complaint.
[WHAT HAPPENED]- Your side, including the part you would rather not write down. If you leave out that the appointment did overrun, you will get a CLARIFY draft that reads as a denial to anyone who was there, and the first person to notice will be the reviewer. Everything you supply stays internal unless a draft quotes it, and rule 1 stops it quoting anything about the reviewer.
How to run it
- 01Wait, but not long
Reply within a couple of days and not within a couple of minutes. Same day replies to bad reviews read as reflexive, and the ones written in the first hour are the ones that get screenshotted. The exception is a safety or a health claim, which is not a reviews problem and should not be handled from this page.
- 02Run it and read the third draft even though you want the second
The three drafts take genuinely different positions, and the useful moment is discovering which one you reached for. Most people want CLARIFY, because most people believe the review is unfair, and most of the time the ACCEPT draft is the one a stranger reading it will find more convincing.
- 03Check the reply against rule 1 yourself
Read the draft you chose as though you were the reviewer, and confirm it reveals nothing they did not already publish. Confirming somebody was a patient, a client or a customer at all can be a disclosure on its own, depending on what you do. This is the one check that has consequences beyond the star rating.
- 04Deal with WHAT THE REPLY CANNOT FIX
That list is the return on the whole exercise. A well written reply to a review about a forty minute wait is a well written reply, and the next person will also wait forty minutes and also write a review. Reviews are a reporting channel for an operational problem, and the reply is the receipt, not the fix.
Questions people ask
How should a business respond to a negative review?
Openly, once, and about the specific thing. Name what happened in the reviewer own words, say what is changing if something is, and move anything involving a refund or personal detail to a private channel. The reply is written for the next person reading the page rather than for the reviewer, which is why arguing wins nothing even when you are right.
Should you respond to every negative review?
To most, not all. Reply when there is something to say that a stranger would find useful. Do not reply to an abusive review beyond a single line, do not reply twice to the same person, and do not reply while a complaint is in a formal or legal process, where anything published becomes part of it.
Can I mention details of the customer visit in my reply?
No, and this is the mistake with real consequences. Confirming that someone was a patient, a client or a customer can itself be a disclosure, and businesses do this constantly while defending themselves. The prompt puts that rule above every other instruction it carries. If your defence requires facts about their transaction, that conversation happens privately.
Should I offer a refund in a public reply?
Not in public. It converts the reply into an offer visible to everyone who reads the page, and it teaches the audience what a one star review is worth. Say you want to sort it out and give a route to reach a named person, then make the offer there.
Do responses to reviews help local SEO?
Google says it encourages businesses to reply to reviews, and reviews and their handling are part of how a business is perceived in local results. Treating replies as a ranking lever is the wrong frame though. They are read by people, quoted by assistants summarising a business, and they are the only part of a review page you control.
What if the review is fake or not from a customer?
Report it through the platform, then reply once, briefly, saying you have no record of the transaction and giving a way to reach you. Do not accuse the reviewer in public even where you are confident. The short courteous reply is more convincing to the audience than the detailed rebuttal, and it is what the DECLINE draft is for.
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