The Fact & Gap Checker is an automated evaluation engine that sets research against recall, comparing live-grounded findings against a brand's recalled claims and assigns verdicts to detect hallucinations, confirm accurate statements, and log blind spots.

flowchart LR
    A[Grounded Research Findings] --> C{Fact & Gap Checker}
    B[Parametric Brand Claims] --> C
    C -->|Matches & Validates| D[Confirms / Correct]
    C -->|Opposes Claim| E[Contradicts / Incorrect]
    C -->|Unrecalled Fact| F[New Gap Claim]