That's usually my first golden age, although it won't be immediate. At the very least, I'll hold the GA until I'm ready for a civics and religon switch, or if I have a shot at MoM.
I very rarely use the culture bomb, and never bulb with the GA from Music because the options I find myself with (Drama, usually) are just not worth it. So I'll either put 'em on ice until it's time for the golden age or figure out where to settle.
For me, I would be interested in how others decide where to settle. I agree with Skallagrimson that the Hermitage or WS cities are good choices; usually the Hermitage is in my "third" culture city, the one that needs the boost in the event all else fails and I'm looking at a late game culture win.