Yes you can get parts. My guess is the lever switch needs replacement, they get drinks spilled in the recliner and if sodas, etc, they gum up the switch. Quite common.

Transformers and motors never go bad unless an electrical spike occurs.

You can test with an ohmmeter to isolate the faulty component to be sure. If you just want a guess, the activation switch is most likely it.