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Audit Results
Configure your custom scenario on the left, then execute the XAI scan to analyze the UI structure.
CFPB Violation Risk
HIGHSubscription Trap Detected
Identified Anomalies
Critical financial terms are rendered with insufficient contrast and microscopic font size relative to the primary call-to-action.
The action to accept is highly salient (large, colored button), while the mechanism to understand the cost is suppressed.
Model Rationale
The Vision Transformer (ViT) saliency map indicates a 94% attention skew towards the primary button. The financial disclosure text falls outside the primary visual hierarchy, triggering a heuristic flag for deceptive pattern structuring.