Grounded memory relies on active web retrieval and URL context tools to systematically uncover external facts about a brand, pairing each finding directly with source URLs. An automated Fact & Gap Checker evaluates these findings against the model's unprompted parametric recall, categorizing claims as confirmed, contradicted, or novel gaps where live web facts are absent from the model's training weights.