While the Veracity Engine operates as a per-query verification tool measuring how faithfully an LLM synthesises its retrieved search results, the Fact & Gap Checker functions as a system-level audit loop comparing ungrounded parametric memory against a multi-round grounded research ledger to classify persistent brand claims and omissions.