Prepping for induction

So we’ve set a date for induction and it’ll be at 37 weeks. I’m currently 31 weeks should I start prepping my body now for labor doing things like curb walking red raspberry leaf tea and other naturally things to kind of try and help thin me out or is it still too soon? I hate being induced but always have to be due to health issue (they won’t just induce someone just bc they want ti be induced for the Karen’s) I want this induction which will be the third to be a little faster I’m always in labor 24 plus hours 😩 3rd and last baby.