The platform's Treewalker module explores logprob distributions across generation outputs, following high-probability alternative token paths at each decision point to uncover hidden brand associations the model almost generated.

flowchart TD
    Root["Root Zero-Shot Prompt"] --> T1["Token 1: High Confidence"]
    T1 --> T2["Token 2: Branch Point"]
    
    T2 -->|"Top Logprob (Primary)"| T3a["Token 3A: Dominant"]
    T3a --> P1["Primary Brand Output"]
    
    T2 -->|"Alt Token > Threshold"| T3b["Token 3B: Alternative"]
    T3b --> B1["Branch Association 1"]
    
    T2 -->|"Alt Token > Threshold"| T3c["Token 3C: Alternative"]
    T3c --> B2["Branch Association 2"]