UK café review replies, 2026: the state of the craft

1. The length inversion: anger gets essays, praise gets a stamp

The median UK café reply is 22 words. But that median hides a steep slope: the angrier the review, the longer the answer.

A one-star review gets a 67-word reply; a five-star review gets 18. Length is where the effort goes — it is not where the damage is done. 51% of all replies, long and short, touch nothing the reviewer actually wrote.

2. The sentences cafés share without knowing it

664 sentences in the corpus appear word-for-word at more than one café; 122 of them live at five or more. The most widely shared:

A customer reading two of these in one afternoon knows neither café wrote back to them. Check whether your own closing line is on the list →

3. Where replies break the rules — and where it spikes

8% of all replies break at least one basic rule of a safe public reply. On 1–2★ reviews — the ones that matter most — it is 49%. The most common failures:

By complaint type, the flashpoints are unmistakable — replies to rude-staff reviews break a rule 47% of the time, slow-service 38%, hygiene 32%. The angrier the subject, the worse the writing under pressure.

4. The city league

Every city we read, ranked by how often its replies break a rule. Median length alongside — long does not mean safe.

Every neighbourhood has its own measured page — all 90 of them →

5. When replies get written: the 6% written in the dead of night

Of the 12,022 replies with a measurable time, most are written between 10am and 2pm — squeezed between orders. But 780 of them (6%) were written between midnight and 5am: the owner, in bed, answering a stranger.

6. The reviews that arrive in another language

7% of the reviews under these replies (922) were written in a language other than English. 85% of the cafés that answered them answered in English anyway — a reasonable choice, and one worth making deliberately rather than by default.