The story
From whip (“to overcome, subdue”) + appeal, implying that someone is so attractive that being "whipped" by them is appealing. The phrase was popularised by the R&B classic "Whip Appeal" by Babyface, which describes a magnetic, unspoken chemistry between partners.
Etymology from Wiktionary, CC BY-SA 4.0.