Google Shopping performance is often measured by impressions, clicks, and ROAS, but these metrics show outcomes, not whether ads appeared consistently when opportunity existed. By introducing an execution-first metric, Google Shopping Ad Yield, we helped a leading furniture brand uncover visibility gaps, validate improvements with data, and achieve performance gains driven by structural control rather than seasonality.