There are 395 replies in our data written to reviews of three stars or fewer — a café answering someone who was not happy. That is the hardest writing a business does in public, and it is the writing we wanted to look at closely.
We asked two questions of each one. Does it engage what the customer actually said? And does it hold the business's position, or does it give it away?
Thirty-seven per cent engage nothing
We measured how much of each reply touches the specific content of the review it sits under — the dish, the wait, the person, the price. One hundred and forty-eight of the 395 score zero. Not low: zero. Nothing in the reply refers to anything in the review.
“Thanks for your brilliant rating – it means a lot to our team.”
A customer who wrote three careful paragraphs and got that back has learned something about the business, and it is not what the business intended to teach them.
Fifty-seven per cent apologise
More than half contain a straightforward apology — “we are so sorry”, “sorry to hear”, “we apologise”. Sometimes that is right. But it is worth being clear about what an apology does in public, under a specific allegation: it confirms it. Every future reader now sees the complaint and the business agreeing with it.
A further five per cent promise to look into it, take it on board, or pass it to the team. That reads as movement and commits to nothing, which is why it is so common — and why it convinces nobody.
Twelve per cent do the third thing
Forty-seven replies out of 395 — one in eight — both engage what the customer said and hold the business's own position while doing it. No apology, no promise, no evasion. Just an answer.
They are not aggressive. They are specific. One café, answering a complaint that its coffee was a rip-off, replied with the actual price, the local comparison, and the reason it costs what it costs. Another, accused of a misleading claim on its menu, simply stated what the product is made of. Neither said sorry. Neither needed to.
That is the whole move: answer with a fact the business actually knows. It is available to any owner, costs nothing, and almost nobody does it.
Why the other seven-eighths happen
Not because owners are careless. Because answering an unhappy customer well is genuinely hard, and it comes at the end of a fourteen-hour day. The apology is the shortest path out of an uncomfortable feeling. The generic thank-you is the shortest path out of the task.
The median reply to an unhappy customer is 54 words. Ninety per cent are under 117. Nobody is spending an hour on these. They are written between orders, and it shows.
What to take from it
If you answer your own reviews, one question is worth more than any template: what do I know about this that the reviewer does not? The cut of the meat, the price of the beans, the reason the queue moves the way it does. Say that. It is the one thing a stranger writing on your behalf could never have written — and, as it turns out, the one thing seven cafés out of eight leave out.
Since this was written
This piece was written from the London count. We have since read the same thing in 18 cities: 14,130 replies from 914 cafés across 90 neighbourhoods. The London figures above are left as they were measured — the answer rate in particular cannot be recomputed, because outside London we only read reviews that already carried a reply.
What the wider count changed, and what it did not: the shape of the problem held. Across all 18 cities, 51 per cent of replies still share no distinctive word with the review above them, and 8 per cent still break at least one check. What grew was the repetition figure — 664 sentences now appear at two or more separate businesses, with the most repeated closing line turning up at 68 cafés spread across every city we read.
In other words: London was not unusual. It was representative.
The third thing, stated plainly
The reply that works does two moves and stops. It names the specific thing the reviewer named, and it states the standard rather than the verdict — what should have happened, not whether it did.
Neither move requires conceding anything, and neither requires arguing. "Two lattes ordered together should match" is not an admission and it is not a defence. It tells the reader the business knows what right looks like, which is the only question they were asking.
Why so few manage it
Because the two easy replies are genuinely easier. The apology writes itself under pressure, and the thank-you writes itself in ten seconds. The third one needs somebody to read the review properly — and 51 per cent of all replies in our wider corpus show no evidence that anybody did.
How this was measured
14,130 replies from 914 UK cafés, read from live Google listings in August 2026; 395 of them written to reviews of three stars or fewer. Engagement was measured by how much of the review's distinctive vocabulary the reply picks up, weighted so that rare words count and common ones do not. Every figure is a count on that data. No café is named.