- The film is based on the 2011 novel The Statistical Probability of Love at First Sight by Jennifer E. Smith.
- In April 2022, Netflix bought worldwide rights to the film. The film’s title has been shortened to Love at First Sight.
- Vanessa Caswill’s directorial debut.
- The Airport scenes for New York were filmed at London Stansted Airport during January 2021.
- Love at First Sight was released on September 15, 2023, by Netflix.