Will two 12 volt batteries wired parallell last longer than one 12 volt on a trolling motor?

Possibly but you will have twice the amperage for sure. So the 2 batteries will run the trolling motor far longer. My guess is yes, they will last longer than just one battery. That is an educated guess.