Nothing went wrong. She just stopped coming.

A café serves the same person hundreds of times a year, which is exactly why one missing morning is invisible — and why fourteen of them are too.

Industries · Cafés
A row of empty café chairs and tables before service.
Twenty weeks of weekday mornings, and nobody noticed the last one.
One customer · weekday mornings

A habit, and the week it ended.

No complaint, no review, no incident. The only evidence a café ever gets is the shape of the visits themselves.

Week 1Week 2Week 3Week 4Week 5Week 6Week 7Week 8Week 9Week 10Week 11Week 12Week 13Week 14
Usual visit
Later, smaller order
Last visit
No visit
UMI · what this is

A daily customer left over seven weeks. No part of the business registered a single one of those mornings as an event.

What changes in a normal week

Frequency becomes something you can act on.

At the counter

The regular is known by a file in the system, not by whoever happens to be on shift.

In the week

The signals worth attention arrive as a short list of names, not a transaction report.

The outcome

A customer contacted in week 11 is a different proposition to one contacted in week 30.

Why cafés are different

There are almost no reviews to read. The useful signal is behaviour, and there is a great deal of it.

Frequency is the whole story.
One visit · the product itself

Product quality can change the relationship in a single visit.

A slow morning is a service problem and shows up across a week. A drink that was not right is one visit, and it usually leaves no trace at all.

A customer pauses over an unbranded cup of coffee.
Tuesday. The same order, and something about it was not right.
Her usual morning

Flat white, one pastry. Eleven minutes at the window counter.

Recorded · nothing unusual
Tuesday

Same order. Left after four minutes, cup half finished.

Recorded · nothing unusual
The only sentence about it

“Coffee tasted off today. Not a complaint, just letting you know.”

Feedback form · no name attached
What the café has

One passing comment, and two visit records that look almost identical.

  • The order was the same both mornings
  • The second visit was shorter, which nothing measures
  • No review was left, because nothing was wrong enough to review
What UMI does with it

It attaches the comment to the customer and the visit it describes.

  • The rating arrives tied to the visit itself, because it is verified by the receipt
  • Her earlier rating sits next to it, on the same file
  • If the mornings then stop, the reason is already attached

Who was here every morning last spring, and isn’t now?

A café almost never knows. Bring six months of reviews and feedback from one site and we will show you the customers whose signals changed, and when.

No account required. A UMI team member will follow up.