My limited experience has been almost exactly the opposite of that. I think my conversion rate from FB has been significantly better because my software is niche and it's been easier for me to target on FB. But my Google Keyword-Fu could use some work, I'm sure.

Still, by far the best conversion comes from direct interaction with my community of potential users.