"Anyone Who Knows What Love Is (Will Understand)" is a 1964 R&B song written by Jeannie Seely, Randy Newman, Judith Arbuckle and Pat Sheeran. It was recorded by Irma Thomas and released as a single the same year, with "Time Is on My Side" as the B-side. The song is about a woman who stays in a relationship with a man despite his bad behavior.

Marilyn Jeanne Seely is an American country music singer, songwriter, and record producer. She also has several acting credits and published a book. Seely found success with the Grammy Award-winning hit "Don't Touch Me" (1966). The song reached the No.2 position on the Billboard country songs chart and is her highest-charting single as a solo artist. Her soul-inspired vocal delivery was praised by music professionals, who gave her the nickname of "Miss Country Soul". Seely is also known for her membership and presence on the Grand Ole Opry, having appeared more times on the program than any other performer.