Grounded memory evaluation systematically searches web sources to establish factual claims about a brand, comparing retrieved findings with parametric recall using the Fact & Gap Checker to identify knowledge gaps, confirmations, and contradictions.

flowchart LR
    A[Brand and URLs] --> B[Grounded Search and URL Context]
    B --> C[(grounded_memory_facts)]
    C --> D[Fact and Gap Checker]
    E[(Parametric Claims)] --> D
    D --> F[Confirmations]
    D --> G[Contradictions]
    D --> H[Knowledge Gaps]