Honestly, I've never seen stores arranged for impulse buying except to have certain items promoted above others. Eye-level shelves, displays at the front of aisles, etc. Otherwise, the fruits and vegetables are together, the canned items are together, the milk and cheese are together, etc. Pretty much every grocery store I've ever been in has been laid out in approximately the same way.
So I'm worried that you may be propagating an urban legend.