The Fact & Gap Checker audits a brand's presence by comparing grounded research findings against its recalled parametric claims to label assertions as confirmed, contradicted, or undiscovered gaps.

flowchart LR
    subgraph Inputs
        PM["Parametric Memory<br/>(Recalled Claims)"]
        GM["Grounded Research<br/>(Live Findings)"]
    end

    subgraph Engine["Fact & Gap Checker"]
        FGC["Gemini Evaluator"]
    end

    subgraph Output["Claims Ledger"]
        C1["Confirmed / Correct"]
        C2["Contradicted / Incorrect"]
        C3["Gaps / Research-Only"]
    end

    PM --> FGC
    GM --> FGC
    FGC -->|Matches recall| C1
    FGC -->|Refutes recall| C2
    FGC -->|Missing from recall| C3