Yes, low oil can sometimes make your car sputter. The engine uses oil to lubricate the moving parts and reduce friction, allowing them to move smoothly and perform their functions. When the oil level is low, internal engine parts can start to wear, sometimes causing a sputtering sound and vibration. Low engine oil levels can also cause engine overheating, which can lead to more sputtering and more serious engine damage.