I can think of at least 3 different times in the past year that I have been given $25-50 in discount certificates on United just for volunteering on flights that were predicted to be full. In those cases, though, I did board at the very end when they ended up not needing volunteers.

If they were to offer compensation to everyone that volunteered, there would probably be a rush to the counter in hopes of being compensated no matter what happened.