In Canada, I would use ‘reserve’ in preference to ‘book’. However, it would depend to whom you are saying this. To ‘reserve’ a room is to ‘keep it for you’ and to ‘book’ a room is to show your name in the reservations book (so that no one else can reserve it).
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