Keeper AI's premium matchmaking data — where men pay $50,000 upfront and have real skin in the game — shows women are 12x more likely to refuse a partner who earns less, 6x for less intelligent, 4x for less educated. Marrying down is a near deal-breaker for women and a non-issue for men.