a "normal" cake would be stale after a week

A sponge cake might be stale after a week, but a fruit cake improves with a bit of keeping. Especially if fed with small doses of liquor at weekly intervals.

And yes, a "Christmas cake" is essentially a rich fruit cake, decorated appropriately.