Treewalker executes identical generation runs side-by-side—one ungrounded probe analyzing token logprobs and alternative branches, and one Google Search-grounded probe—followed by an automated holistic cross-comparison analysis to map discrepancies between memory and live search.

flowchart LR
    A[Target Website] --> B[Ungrounded Probe]
    A --> C[Search-Grounded Probe]
    B --> D[Logprobs and Tree-Walking]
    C --> E[Live Web Citations]
    D --> F[Holistic Cross-Analysis]
    E --> F
    F --> G[Discrepancies, Gaps and Convergence]