Treewalker pairs ungrounded runs with Google Search grounded runs across multiple iterations, evaluating rank discrepancies, grounded-only associations, and ungrounded-only remnants through an automated holistic analysis.
flowchart LR
A[Brand Query] --> B[Ungrounded Runs]
A --> C[Grounded Runs]
B -->|Parametric Logprobs| D[Parametric Associations]
C -->|Live Web Search| E[Grounded Associations]
D --> F[Holistic Comparison]
E --> F
F --> G[Rank Discrepancies & Gaps]Referenced by