Grounded memory auditing conducts multi-round research using tools like Google Search and URL context to extract source-backed facts about a brand, continuing until additional queries yield no new information. The downstream Fact & Gap Checker then reconciles these sourced findings with the property's parametric claims ledger, categorizing each statement as confirmed, contradicted, or a net-new gap while strictly preserving prior human rulings.