Annabeth really wanted percy to propose, so she decided to take it into her own hands.

One day at Camp-Halfblood, while they were visiting. Percy tossed her a apple at lunch. In ancient Greece, tossing an apple to someone counted as a marriage proposal. She knew this, she smiled- "Yes-" Percy looked at her, dumbfounded.