Location - we wanted to travel to Greenland and this cruise left from Liverpool which was reasonably convenient.
The itinerary (Iceland and Greenland with a short stop at Belfast at the end) was the decider.
Plus points -
Very efficient cabin steward
Good food suitable for older conservative eaters (eating their body weight in smoked salmon)
Observatory lounge ...