Zappos has driven over $8 million in traffic to their website through Facebook ads since 2010. They aim to reduce dependency on large direct marketing channels and acquire new customers through Facebook's large display network. Their attribution model compares metrics like first click and last touch conversions. They focus on core demographics and broad appeal categories in year one, then expand targets in year two. Ongoing refinement of landing pages and predictive modeling helps optimize the strategy over time.