Wheat is commonly needed to build buildings such as cottages and upgrades to the town hall.
In a bakery, wheat is needed to bake things. The more wheat you put in to bake something, the longer it will take to bake.
Wheat can be stored at stockpiles, just like many other materials and resources
Wheat appears to be a bunch of yellowish-brown crops.