In a small bowl, dissolve the yeast in the warm plant-based milk. Let it sit for 5-10 minutes until foamy.
In a large bowl, combine the flour, granulated sugar, salt, cinnamon, nutmeg, and allspice.
Add the melted dairy-free butter, vanilla extract, and foamy yeast mixture to the dry ingredients. Mix until a dough forms.
Knead the dough on a lightly floured surface for about 8-10 minutes, or until smooth and elastic.
Add the dried fruit and orange zest (if using) and knead until evenly distributed.
Place the dough in a lightly greased bowl, cover with a damp cloth, and let it rise in a warm place for about 1 hour, or until doubled in size.