Grounded memory auditing executes an iterative search loop with web tools to discover external facts about a brand, which the Fact & Gap Checker then contrasts against parametric recall to categorize findings as confirmed, contradicted, or missing gaps.

flowchart TD
    A[Brand & Topics] --> B[Grounded Research Loop]
    B --> C[Extracted Facts & Sources]
    C --> D[Fact & Gap Checker]
    E[Parametric Recall] --> D
    D --> F[Confirmed Facts]
    D --> G[Contradictions & Errors]
    D --> H[Net-New Gaps]