I was in the same boat a few years ago, I had done literally nothing with another woman. Constantly scared of girls knowing I liked them. Always put into the friend zone.
Then I slept with someone, made her my girlfriend and lasted a damn long time. My advice is to persevere, but when the easy option arrives and it will, take it.