The Every Student Succeeds Act (ESSA) provides guidance and expectations to state education agencies. We examined the intersection of improvement science and ESSA through a qualitative analysis of the state guidance documents. Utilizing six principles of improvement as a conceptual framework, we identified three themes: improvement as an outcome; an emphasis on measurement; and a lack of improvement science terminology. This study contributes to the growing dialogue regarding improvement science's place in education policy.