Walled Garden

A closed digital ecosystem, such as Meta, Google, TikTok, or Amazon, in which the platform controls the data, advertising inventory, and measurement tools. Walled gardens provide aggregated, platform-reported performance data but restrict access to user-level signals, limiting cross-platform attribution. This is a core reason independent external measurement via MMM is necessary.