As a result, the following season Guidolin had his first European campaign (and Vicenza's second ever), reaching the 1997–98 UEFA Cup Winners' Cup semi-final before losing to eventual winners Chelsea. However, in the league season, Vicenza finished just one place above the relegation zone. The club was also defeated by Juventus in the 1997 Supercoppa Italiana.