A supermarket floor is not one cleaning problem, it is four, and they arrive on different schedules. The entrance and the area a few metres behind it carry almost everything that comes in from outside: grit, sand, road salt in winter, and meltwater that turns the same dirt into a film. The sales floor itself is mostly dry soiling — dust, trolley tracks, scuff marks from shoes and pallet trucks — spread thinly over a large area. The checkout zone concentrates more footfall per square metre than anywhere else in the building. And the fresh-food areas are their own category: produce, the deli and meat counters, and the bakery station produce organic, wet and greasy soiling right where hygiene expectations are highest. Our supermarket page sorts the same building by zone.
On top of that sits the part no schedule can hold: the unplanned spill. A dropped jar, a leaking pack, a burst bottle. These do not wait for the night shift, they need a response within minutes because they are a slip hazard and, in the fresh-food areas, a hygiene event. So retail cleaning splits cleanly into two jobs that are usually treated as one — the plannable full-area clean, and the immediate local response during opening hours. They call for different answers, and confusing them is why so many robot deployments in retail disappoint.
The time windows make it harder. Trading hours in German food retail are long, and the night is not empty either: shelf-filling teams, deliveries and roll cages occupy the aisles for a good part of it. The window in which a floor is genuinely free is usually short and sits either side of the shelf-filling work. Who cleans varies as well — many chains buy in a contractor for the early-morning full clean while store staff handle everything that happens during the day. Both sides are under the same pressure, which our article on the staffing shortage in commercial cleaning describes in detail.