They can be picked in the wild on Blueberry Bushes, before you can pick them you need to "Use" the bush. There should be only 3 berries left to pick. Still, sometimes other players "use" the Blueberry Bush and don't take them with themselves. Thus, there can be up to six blueberries in a bush. One hour is needed since the last player that used the bush for it to grow back the blueberries.
It looks the same as a Headache Pill.