The US Department of Agriculture (USDA) doesn’t consider honey as food. The guidelines didn’t classify honey as either a fruit or a vegetable. Nonetheless, it is highly regarded as an added sugar. It can be added as organic or unprocessed sweeteners on various food products and drinks. Honey is part of the brown sugar and corn syrup group.