Coffee syrup is a sweet, thick coffee concentrate, typically used to add coffee flavor to baked goods and candies. it can also be used to make an east coast classic drink, coffee milk. this homemade coffee syrup tastes much better than store-bought coffee syrups, and it can be made at a fraction of the cost.