Fennel is another one of the botanicals on the list that does have somewhat of an anise taste to it. However, fennel is a bit lighter with some earth notes. Fennel looks like the cross of celery and onion, although fennel seeds can also be used. Fennel seeds have a stronger earthy taste to it, although there is some sweetness to the seeds.