As I understand it when you bridge an amp you will double its output at 8 and 4 ohms, but not 2 ohms.
That is not always the case - it depends on the amp. If you have one with a sufficient power section it will 'double down'
I own a pair of amps that put out 40 W into 8 ohms stereo, and 230 W into 1 ohm. I run them in bridged mode and they put out 160 W into 8 ohms and 500 into 1 ohm loads. I am not using them with speakers that require that but when I bought them they were happily driving one of the harder speakers, a pair od Apogee Scintillas in 1 ohm setting. The poster would have to research the amps he is considering to know whether they will be happy with a particular load.
You are correct, though, in thinking that it isn't always a strict doubling of power. My bridged amps put out 160 - 280- 400 - 500 W into 8 - 4 - 2 - and 1 ohm loads.