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Purpose Enterprise social media (ESM) has emerged as a powerful tool for improving online voice behavior in the workplace. This study examines the relationships between ESM affordances (ideation, collaboration and socialization) and employee voice behavior on ESM platforms, focusing on the mediating role of personal voice confidence (voice self-efficacy and competence) in organizations that have adopted ESM. Design/methodology/approach Drawing on cross-sectional data from 730 employees across various ESM-adopting firms in China, this study empirically examines the proposed relationships. Findings ESM collaboration and socialization affordances enhance employees’ voice self-efficacy and competence, thereby fostering increased voice behavior on ESM platforms. Conversely, ESM ideation affordances exhibit no significant effect on perceived competence and, unexpectedly, diminish employees’ voice self-efficacy. Research limitations/implications This study extends affordance theory to employee voice on ESM platforms, revealing that distinct affordance categories differentially shape voice through self-efficacy and perceived competence pathways. However, the cross-sectional, single-country design limits causal and cross-cultural generalizability; future research should adopt longitudinal or experimental approaches across diverse cultural contexts. Practical implications Organizations and platform developers should prioritize collaboration and socialization features in ESM design to bolster employees’ voice confidence. Safeguards such as staged disclosure, anonymity options and quiet-hour policies are recommended to mitigate evaluative pressures associated with ideation affordances that may suppress voice willingness. Originality/value Our research provides a nuanced understanding of how distinct ESM affordances relate to employee voice on ESM platforms, emphasizing that perceived voice-supportive affordances empower employees to express themselves freely on these platforms.