Disclaimer: I have never been to dubai or silicon valley

BUT, I have a feeling that the wealthy people in dubai are not very accessible to the average american guy. You aren't going to meet them at parties and they probably won't take meetings with you just cause you have a cool webapp.

Whereas in silicon valley, you could run into some random guy at a barcamp or lecture with a couple mil in google options.