The Fact & Gap Checker matches live web research against stored claims to verify brand accuracy by confirming claims, flagging contradictions, or minting new gap claims for unremembered facts.

flowchart TD
    Research[Live Web Research Findings] --> Checker[Fact & Gap Checker]
    Memory[Parametric Memory Claims] --> Checker
    Checker -->|Matches Recall| Confirmed[Status: Confirmed / Correct]
    Checker -->|Conflicts with Recall| Contradicted[Status: Contradicted / Incorrect]
    Checker -->|Absent from Recall| Gap[Status: Gap / New Claim]