When a fashion retailer surveys its own customers about circularity and finds the results flattering, the question is whether the method was built to inquire or to reassure. Shein's 2025 Global Circularity Study, spanning 21 markets and 15,461 voluntary respondents, arrives at conclusions so convenient they warrant examination on structural, not just factual, grounds.