According to the DVD documentary, included in the final cut of the film is a scene where Al Pacino's character gets rudely bumped into on 5th Avenue while trying to court Ellen Barkin's character. According to director Harold Becker, this was an unscripted moment caused by a real New Yorker, and not an extra. Pacino incorporates the moment into his performance, and continues without missing a beat.

When Frank visits Helen in the shoe store, she takes his shoe off. He never puts it back on, and he leaves the store in a huff.

Several scenes featuring Lorraine Bracco as Al Pacino's wife were cut before release and reinserted for the film television premiere. These additions were all included on the Universal Thrillers VHS edition of the film. They are as follows: 1) Frank sees a suspicious man on the street and calls for back-up from a nearby pay phone. It is revealed that this man is a personal bodyguard for a child at a nearby school. Parts of this scene were included in the original theatrical trailer. 2) The complete scene with Lorraine Bracco in which she pleads with Frank to stop bothering her and her husband. She also reveals that she is pregnant. 3) Frank comes home to his apartment and is surprised by his father, played by William Hickey, who is already in the apartment. His father tells him about an old partner who just passed away.

Featured in Siskel & Ebert: Sea of Love/True Love/The Big Picture/Shirley Valentine/The Rachel Papers (1989)