The Fact & Gap Checker audits a brand's visibility by systematically setting live grounded research findings against the model's recalled parametric claims. Operating within the Grounded Memory module, it automatically classifies each finding to determine whether the web evidence confirms, contradicts, or reveals brand facts completely absent from model memory, all while preserving established human rulings.