You unlock new items when the shop levels up, and every time you make a sale you get more shop experience. You don't have to go to the menu while playing. There you can only choose continue or start a new game. Everything you need/want to do is in the shop screen and the upgrades screen. Hope this helps :)
I'm sorry to hear that. it saves on firefox on a number of different computers I tested, though.