Real-life events, such as Katey Sagal’s pregnancy, significantly impacted the show’s storyline. Sagal’s miscarriage led to her character Peggy’s pregnancy being written off as a dream, a twist that wasn’t originally planned. The show also faced network censorship, with episodes like “I’ll See You in Court” delayed due to controversial content, eventually airing much later.

Unscripted reactions from the cast, especially between Christina Applegate (Kelly) and David Faustino (Bud), often spilled into their performances, adding authenticity to their sibling rivalry. Live audience reactions sometimes caused actors to improvise, enhancing the show’s spontaneous feel. These unplanned moments contributed to the enduring legacy of “Married with Children,” highlighting its status as a trailblazer in sitcom history.