Demand behind the empty shelf

2,000 product series from held-out stores of the public FreshRetailNet-50K dataset. Sales are in the dataset's own scaled units.

Demand shown
Assumed shelf life
Replay customers want
recorded sales our estimate, P10–P90 hours out of stock (06–22) order, held-out week

Held-out week, this series, ordering on our estimate

Replay of the held-out week, all 2,000 series

Ordering on recorded sales
Ordering on our estimate