The horizon is closer so you would see your companions disappear below it if they walk far enough away on a flat plain. It's a bit like ships at sea - we see them disappear below the horizon - well on the Moon that horizon would be a bit closer if you can find a nice flat plain to stand in for the sea.
It's quite easy to work out the distance to the horizon: