
Prototypes can look convincing even when they solve the wrong problem. Design Insights exist to slow that moment down.
They help you:
From a UX point of view, Design Insights help you understand:

From a UI point of view, Design Insights examine:
The goal is not to judge visual style but to assess whether the interface helps users make sense of the experience.