The restaurant chain was originally named after its founder, Robert O. Peterson, but early locations featured a large, smiling clown head atop the main sign. Founder Peterson wanted a name that felt friendly, dynamic, and whimsical. The clown theme tied directly into the classic toy known as a "jack-in-the-box," creating a playful association with surprise, fast service, and entertainment that became central to the company's identity.