The official term for a score of zero in tennis is love. This unique term is used to represent a score of zero and has an interesting origin, potentially related to the French word "l'oeuf," meaning egg, symbolizing the shape of zero. Players commonly announce their scores during matches, leading to its usage in tennis terminology.