To understand the success of "I Can't Help Myself," one must look at the performer at its center. has been described by industry reviewers as possessing the "ultimate girl-next-door aesthetic" paired with an improvisational acting ability that many of her peers lack.

The 2020s have witnessed a —techno producers incorporate pop structures, while indie acts borrow from trance. “I Can’t Help…” sits comfortably at this crossroads: