Basil gets its taste and scent from essential oils present in its leaves. Different varieties of basil contain different essential oils. For example, the leaves of Sweet Basil contain eugenol, which gives the plant its distinctive clove-like scent (the same compound is also present in actual cloves), while Lemon Basil gets its scent and flavor from the high portion of citral in its leaves.