During the height of the recession I had to do the same (also US).
After a while you can tell that a good number of those positions are just recruiting firm honeypots; which makes the search both aggravating and depressing (since you feel like there aren't any /real/ jobs out there).
I had to document a certain number of applications per week to get unemployment in the U.S., but those policies vary by state.