Most LCDs i find need around 9.5v down to 5V, yet AA are 1.5V and some rechargeable batteries on this site are 3.7V ( just like my cell phone). All i can guess is that the step up the voltage using this or is there something else.
I would hazard a guess that nearly all of them do.