The Veracity Engine provides automated grounded fidelity scoring by executing a two-phase pipeline: it first captures grounding URLs and answer segments via search, then compares retrieved page text against model responses. Using url_context evaluations, it performs a three-way claim assessment to compute a percentage-based fidelity score showing what facts survived intact, what crucial details were lost, and which statements were distorted.