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PurposeThe purpose of this paper is to analyze how fashion consumers behave when they make purchases using social media platforms – specifically, Instagram. In particular, the work examines the role played by consumer–brand involvement and self–brand connection (SBC) as predictors of customer brand engagement (CBE).Design/methodology/approachIn this paper, social commerce-adoption is modeled, using three variables: customer engagement, SBC and fashion-consumer brand-involvement. Using a personal online survey, data on social media users classified as millennials and Generation Z were collected. The model is analyzed using structural equation modeling (SEM).FindingsConsumer involvement in fashion has a positive effect on cognitive processing and activation, but not on affection. SBC has a positive effect on all three analyzed dimensions. Finally, gender is found to exert a moderating effect on the relationship between the “CBE activation” dimension and brand loyalty.Research limitations/implicationsThe research was conducted during the lockdown imposed due to the COVID-19 pandemic, which may have influenced the responses. Other limitations and potential lines of research for the future are presented at the end of the paper.Practical implicationsSome of the results of this study can directly inform the social media strategies of fashion companies that use Instagram as a channel of communication with their customers. They can also contribute to incentivizing co-created content and increasing consumption among both men and women.Originality/valueThe present study contributes to addressing the scarcity of studies dealing with CBE and social commerce in the fashion sector and, in particular, fashion-consumer behavior on social media (specifically, Instagram).

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