Norton is located at 41°1'31" North, 81°38'37" West (41.025283, -81.643786).
According to the United States Census Bureau, the city has a total area of 20.45 mi2 (52.96 km2). 20.12 mi2 (52.10 km2) of it is land and 0.33 mi2 (0.85 km2) of it is covered by water. The total area is 1.61% water.
Norton is located in the Eastern Standard Time (EST) timezone, GMT-05:00. It observes Daylight Saving Time (DST).