Can I use an overdrive pedal over my distortion pedal?

I want to get a Zakk Wylde overdrive pedal, to give my guitar an extra boost for solos when I am playing live. However I haven't seen anyone use this over a distortion pedal so I am just making sure that I can, and that I won't be getting crazy noise if I do so. Have you tried doing this? Does it work?