Paid Social

Advertising delivered through social media platforms, including Meta (Facebook, Instagram), TikTok, Pinterest, Snapchat, and LinkedIn. Paid social operates across the full funnel, from awareness to conversion, and is the primary channel for eCommerce brands. Platform-reported ROAS from paid social is heavily inflated by view-through attribution and last-click credit from other channels.