Yes, I failed on that one as "Living on the ceiling" by Blancmange first sprang to mind and then Aretha Franklin has done "Living on the streets" - so "Living" ought to be a correct answer.
Smooth Criminal was a Michael Jackson song from the late 80's (and a good one). Alien Ant Farm covered it around the turn of the millennium. You might have heard it and just not recognized the name. The chorus has the line "Annie are you okay?"
I'm surprised only two thirds got Bad Moon Rising. It's such a great song. The ones that tripped me up are Walking on Broken Glass / Walking in Memphis. I'm not familiar with either of those.
This one was actually pretty easy, just had to remember one of the songs, plus, being born in the late sixties, most of them are songs I grew up with...
I still like the idea.