The unit imitates the IR signal of the remote control, so it must be more or less opposite the air conditioner. So each thermostat must be in the same room. I don't know if one can control several in the same room, but I don't think so, because it also gets feedback on what level the air conditioner is set to, etc.

sorry, typo: i meant in several rooms... :)