Block MarketPress Store from Strangers - Membership Plugin

Hi,
I am trying to prevent strangers from viewing a marketpress store on a sub site but I must have it set up wrong. Strangers can still retrieve the store through Product Theme>View Cart>Browse Products.

How do I fix?