Although international acclaim eluded him, Hancocks enjoyed success at club level as his goals helped fire Wolves to their first league title in 1953–54. Months later, he famously scored a penalty in a friendly against Budapest Honvéd. He also collected an FA Cup winners medal in 1949, playing in the 3-1 final win over Leicester City, and later scored in the subsequent Charity Shield draw with Portsmouth.