Jimmy Fallon's Broadway debut was extra meaningful for the Tonight Show host. After taking his first bow in All In: Comedy About Love by Simon Rich on Tuesday, Jan. 28, the comedian opened up in a video shared with PEOPLE about the experience while backstage at the Hudson Theatre in New York City,

Fallon will do six performances of All In, Simon Rich's episodic tales of love that features an ever-evolving cast week after week.