The oil is low. The lemons are not a staple.

Most shopping apps treat a lemon and a bottle of olive oil as the same kind of problem. They are not. The lemon is a decision you make at the store when you see them. The oil is a failure if you discover it mid-recipe.

FridgeToTable marks pantry goods and seasonings as reorderable, and leaves produce, bakery, drinks, and the fridge off that list unless you insist. Low stock is a nudge, not a second grocery order of things that spoil.

The habit that sticks is small: when the shoulder of the oil bottle shows, it is already on Thursday's list. You do not need a photo of the fruit bowl to know that.