Yes, different CUE engagement products return different data structures because each product collects different types of information. For example, Trivia Mania includes question responses and scoring data, while FanSee focuses on participation duration and streaming metrics. This means combining data across different engagement types requires handling varying field structures. However, all instances within the same engagement type share identical formatting — every Trivia Mania instance returns the same fields in the same format. The recommended approach is to aggregate data by engagement type first, then combine across products in your data warehouse where you can normalize the different structures. CUE is exploring options for User Management System (UMS) level data feeds that would provide more uniform user data across all engagements, focusing on the common fields like email, name, and participation timestamps rather than engagement-specific details.
