I worked with a multi location retailer that was excellent at marketing demand and consistently bad at predicting it.

1, Their best selling items sold out in some stores while sitting unsold in others
2, Overstocked seasonal inventory tied up cash that should have gone toward what was actually moving
3, Store level reordering relied on manager intuition that varied wildly from location to location