DEJAN evaluates brand visibility by contrasting parametric memory—what an AI recalls unprompted directly from its internal training weights—with grounded memory retrieved via live search citations. By comparing these two layers using tools like Treewalker and the Fact & Gap Checker, they identify where a model's intrinsic perception matches, contradicts, or entirely misses verified facts about a brand.