A shop that doesn't sell usually shuts down, if someone doesn't make a profit (and as result doesn't pay tax) for a number of days, the shop should be shut down and up for rent again.
@Tagamogi-you don't need to collect your items and store them, the retail NPC keeps them for you till you re-open the stall.