Having the stronger military out on the map. The player with map control can scout freely, take forward resources, raid and pick fights where they choose, while the other player is pushed back into their base.
Map control matters most on open maps such as Arabia. It is usually won in the Feudal Age with Scouts or Archers, and lost by trading army badly or by pulling military back to defend.