This is an old article but still very applicable today http://www.paulgraham.com/startuplessons.html For the products that failed, did you follow those steps? What is the main cause of the failures (any commonalities between them)? I would say don't give up, but also look critically and have mentors look at the failures so you don't repeat your mistakes.