Advice in Madrid

Hello guys, first post here and I’m going to Madrid tomorrow with my girlfriend and need an advice.

We’re going 3 days which we’ll only need the metro ride or bus to go from Airport to Gran Via.

What are you guys tips to save the best amount of money in tickets etc??

Thank you in advance :)