Ahah... The thing uses TWO 6 volt batteries, in series...
Which means that I'm going to get a coupla chunks of wire, run down to Wally World, and buy a 12 volt marine battery, which will sit in a box under it. Will cost about the same, or less, than buying two 6 volt replacement batteries, and paying shipping.
And provide a LOT more backup time...