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Zapata's initial foray into Italian football began with Udinese, where he showcased his talents from 2013 to 2017. During his tenure at the club, he made a significant impact, scoring 22 goals in 105 appearances across various competitions. Zapata's impressive performances at Udinese caught the attention of other Italian clubs, eventually leading to his transfer to Sampdoria in 2017.