Comment by SoftTalker

In US english (at least as I speak/understand it) "shopping" is any act of browsing/looking at/selecting something for purchase. It can be groceries, clothes, a car, anything really and it can be online or in person at a store.

"I'm going shopping" with no other specifics would normally mean "for groceries" or other general household supplies, though.