Yes - an F-15E was credited with a kill against a helicopter using a GBU-10 during Desert Storm - so bombs do count!
The issue (clearly) is whether the aircraft was off the ground when struck. Since manoeuvre counts as a weapon, a bomb must too.
Edited to avoid total duplication of PN's posting....