AbstractAreas immediately adjacent to 16 of the first US national priority (NPL) hazardous waste sites that also had pre‐superfund emergency actions were examined to measure local stigma. Four decades after their NPL designation, I found marked variation in these areas’ social, public health and environmental attributes. About one‐third of these small areas fit the stereotype of stressed areas with environmental injustice challenges. Yet, another one‐third of these sites have better measurable outcomes than a combination of their host states and counties. For example, they have elevated levels of broadband access and their local jurisdictions are classified as safe and attractive to families. I conclude that long‐term stigma around a Superfund site was limited by US EPA actions, as well as by progressive state and local governments, and community groups, in other words, contributions from parties at multiple geographical scales.