Systems, methods, and formulas are disclosed for producing a shaped baked good with a rounded shape. In one embodiment, the formula may include a high melting point fat and a granular sugar at a weight ratio of about 1:1 to form a rounded cookie piece that minimizes flattening during baking. The cookie composition may be formed by passing a cookie dough between opposing rollers or press plates to form a web. The web may then be baked, rehydrated, separated, and deflashed to form individual rounded cookie pieces.