I found my niche by solving my own pains. Think about something thats a pain in your life, then think about if it could be solved with a simple app, would you pay for the solution you are thinking about? would others? chances are people out there also have that issue and might pay.

do a little research, build something and get feedback, you'll pry find your niche going through that simple process