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Despite growing global momentum around the circular economy transition, critical data gaps persist in measuring progress, assessing impact, and guiding evidence-based policies. This paper examines key challenges in circular economy data systems—from inconsistent metrics to limited SME reporting capacity—and proposes actionable solutions to strengthen measurement frameworks.