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Purpose – This paper aims first, to identify online service attributes that facilitate efficient and effective shopping, purchasing, and delivery based on the modified E‐S‐QUAL scale and, second, to evaluate the extent to which current online retailers provide such service attributes as an objective measure of service performance. Design/methodology/approach – A content analysis of 111 women's apparel retail web sites was conducted to assess online retailers' performance in providing online service attributes. Findings – The overall extent to which current online retailers provide online service attributes appears to be low. Managerial implications are provided to help online retailers improve their service performance. Originality/value – This study provides an objective way to evaluate online retailers' service performance and thus complement existing online service quality research based on consumer perceptions and evaluation of online service quality. In addition, the coding guide developed in this study provides an easy and practical tool that can be used by online retailers for the self‐assessment of online service performance.

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