In Treewalker, paired sessions simultaneously run an ungrounded session to capture training-weight recall alongside a grounded session to retrieve live web-search reality, feeding both into a holistic analysis that pinpoints memory gaps.

graph LR
    A[Brand or Website] --> B[Ungrounded Session]
    A --> C[Grounded Session]
    B -->|Parametric Recall & Logprobs| D[Holistic Analysis]
    C -->|Live Google Search| D
    D --> E[Memory Gaps & Bias Report]