You will need lots for Buckingham Palace to get the density up or you will have capacity problems when there is a state banquet or ball. The trouble comes when the designers don't want them in line of site or want to paint them.
The later is an actual problem I'm having at work at the moment.
How big is your house?
8 APs should just about cover Buckingham Palace!