Bugs Bunny in Double Trouble is based on the Looney Tunes cartoon movies. In the game, Bugs Bunny falls asleep and enters a dream world where Yosemite Sam has created a robot called Gossamer. The robot gets out of control and it's up to Bugs to stop him.
The gameplay involves several platform-based stages with different objectives, such as guiding other characters to safety or defeating large monsters. Bugs can jump and run quickly, collect items, and throw them at enemies to overcome obstacles.