The Birthday Cakes are pretty easy to spot, especially if you have a rough idea where to look. You can find them in locations like Salty Springs, Pleasant Park, Lonely Lodge and the Viking Village. Others can be found by the solar panels near John Wick's house, as well as in Loot Lake, Shifty Shafts and Junk Junction.