The value of rating systems can be challenged by bias and misinterpretation due to a variety of factors. This article outlines how nursing home patients fell victim to both systemic and care failings in the US nursing homes, yet their facilities still ranked high in a national rating system. The authors discuss failures including the lack of data auditing and a focus on ratings rather than quality.