The challenge
Macarons are perishable. Some ZIP codes can't accept overnight shipping. Drop days (limited-edition flavors) hit 20× normal traffic in minutes. Their old store crashed on drop days, charged customers in invalid ZIP codes, and had no gifting flow — losing them a huge segment of their natural customer base.

