The title is a reference to the 1987 song 'You're a Good Man Albert Brown' by The Dukes of Stratosphear.
The Diane Lane film about internet dating that Andy refers to is the 2005 movie Must Love Dogs.
Seriously awkward and ironic for Jake to tell Nina how addicts have to avoid wine when in fact Stephanie Niznik drank herself to death in real life and died of alcoholism at the age of 52 in 2019.