I've given up on 'I don't know'. I only say that when I'm at the end of the line and there's nowhere to go.

Instead, I usually use anything else that indicates that I'm going to make inquiries. "That's a good question. I'll have to look into that." comes out of my mouth a lot now. Sometimes without "That's a good queston." at the start.