The harmonic oscillator potential is a fundamental model in physics used to describe systems where the force acting on an object is proportional to its displacement and directed towards a stable equilibrium point. It is crucial in understanding quantum mechanics, classical mechanics, and various phenomena in molecular and solid-state physics due to its solvability and the insight it provides into more complex systems.