Kirby's Dream Course is popular due to its innovative gameplay that combines golfing with Kirby's whimsical universe. The game offers challenging courses, clever level design, and the ability to inhale enemies and use their powers to strategize shots. The charming visuals, charming characters, and addictive gameplay have made it a beloved title among gamers.