Drafting thank-you replies to positive reviews

A tool given only a bare prompt can produce very similar thank-yous. "Thank you so much for your kind words! We're thrilled you enjoyed your visit." Read down a list of those and the pattern is loud.

Google's advice points the same way. It says that instead of sending the same "thank you" to everyone, you should focus on reviews where you can share a helpful update or answer a question.¹ That's not a ban on thanks. It's a nudge to say something real.

Why the copies happen

The tool is predicting a likely reply. For a happy review, the most likely reply is a stock thank-you. If your prompt is only "reply to this five-star review", you've asked for the average.

You can hear it when you read the draft. It could be pasted under any review of any business. It names nothing. That's your cue.

Give it one real detail

The cure is a specific detail per review. Two sources:

• From the review. If the customer mentions the window seat, the quick turnaround or the way a technician explained the problem, tell the tool to pick that up.
• From you. Add one thing only your business would know, such as a seasonal item that's back or that the technician they mentioned has just finished a training course. Only add what's true.

Google suggests sharing a detail that reinforces their experience and encourages a return visit.¹ That's a good test for a thank-you: does it mention something they actually did or liked?

Here's a prompt that tends to help:

Write a two-sentence reply from a small café to this review. Mention the specific thing the customer praised. Don't use "thrilled", "delighted" or exclamation marks. Don't invent any details. Review: [text, without names].

Vary the shape, not just the words

Swapping synonyms doesn't hide a template. Change the structure.

• One reply can be a single sentence.
• Another can answer a question the customer raised.
• Another can mention a small fact, like a change in opening hours.
• Another can simply say a short, plain thanks and stop.

Google asks for short, simple replies.¹ A one-line answer is fine, and it breaks up the run.

You can also paste the last few replies you've posted and tell the tool not to repeat their openings. Only paste your own replies, not anything that carries customer details.

Keep promotion out

A happy customer is an easy place to slip in a plug. Google advises being conversational, not promotional, and avoiding deals or promotions in a response.¹ Skip the discount code, the "book again today" line and any mention of a new service.

Check before posting

Read the draft once for facts. Did the tool add a detail the customer never gave? It's a common slip. Australia's privacy regulator warns that AI output can be wrong.² A reply that thanks someone for "recommending us to friends" when they didn't will read oddly to them.

Check the name, too. Add it by hand after the draft, not before. The reasons are laid out in what goes in a prompt.

Then think about the signature. On Google, your reply appears as though your business replied, and your personal name isn't shown.³ If you want a human touch, a first name or initials in the text is up to you.

When not to use a draft

If a review is two words long, a hand-typed reply may be quicker than a prompt. If a review mentions something personal, such as a family event or a health matter, keep your reply general. The page on customer privacy explains why.

A reply that took ten seconds and sounds like a person beats a polished one that sounds like a form.