I'm not sure what you are asking by asking if it is 'common'. I would say something is common if I say it (say) once a week.
I've never ever said that sentence, and even if you had used something other than the american word 'mom', I might have said it at most a couple of times in my life. But that's because I've probably never had a reason to say it.
But yes, it is probably natural for an American to say.