According to the United States Census Bureau, the town has a total area of , all of it land.
Ochelata is home to Lucas Metal Works, a manufacturing company who manufacturers their own line of steel buildings, metal roofing panels, farm equipment, and The Ground Hog Arena Tool, which is used annually at the National Finals Rodeo (NFR).