Unconventional, but I played this both solo and with my kiddos. As a multiplayer co-op game it really shines. Granted it's easier than solo, but maneuvering multiple people around a tiny phone was absurdly funny.
I wouldn't say that rotating the phone is against the point! I found it an interesting subversion of the idea that a phone is only ever used in landscape / portrait mode.