Dry gin keeps the drink balanced and not too sweet; a floral gin or vodka can be substituted for a softer profile. Use fresh lemon juice for brightness. Stick with crisp apple juice rather than cider for a lighter feel. A pinch of cinnamon or a dash of bitters adds warmth without losing the clean, refreshing character.