If they are 12v 12 ah sla batteries, that's the same thing you see in all the kids toy electric cars. So you might find it convenient to buy replacement batteries in a toy store, or toy section of a dpt store. The other common source, is suppliers of electric wheelchair batteries.
Don't fall into the trap of buying lead batteries intended for emergency lights, etc, that aren't made for providing amps at higher rates.