Chase After Meaning
(idiomatic) To pursue someone with romantic intentions; to woo.
Example: Used other than as an idiom: see chase,â€Ž after.
2002, Florence Whiteman Kaslow, Jeffrey J Magnavita, Comprehensive Handbook of Psychotherapy, page 493:
He began to tell her that he loved her, and he chased after her for six months