This study aims to examine the effect of Artificial Intelligence (AI) adoption in recruitment on job application intention through employer attractiveness among fresh graduates of Universitas Halu Oleo. A quantitative approach was employed involving 120 respondents selected using purposive sampling. Data were collected through a questionnaire and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4. The results indicate that AI adoption in recruitment has a positive and significant effect on employer attractiveness and job application intention. Furthermore, employer attractiveness has a positive effect on job application intention and significantly mediates the relationship between AI adoption in recruitment and job application intention. These findings suggest that an effective and transparent AI-based recruitment process can strengthen employer attractiveness and encourage fresh graduates to apply for jobs.
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