Change Spotlight's Top Hit?
Just use some other launcher. Alfred is also good at learning new associations. If for example you select "Disk Utility" after typing "ut", it will become the new default suggestion for "ut". Very low-maintenance.

You could also try Apptivate. It allows you to assign 2-letter shortcuts (like ⌥UT) for launching applications.