International Journal of Science and Environment
Vol. 6 No. 1 (2026): February 2026

Integrating AISAS and TAM to Explain Conversion Drop-Off in Short-Video Marketing

Taffana Teja Putri, Ghina (Unknown)



Article Info

Publish Date
12 Jan 2026

Abstract

Short-video platforms such as TikTok have demonstrated exceptional capacity to generate audience engagement; however, translating such engagement into measurable conversion outcomes remains a persistent challenge. This study investigates the engagement–conversion gap by integrating the AISAS (Attention–Interest–Search–Action–Share) framework with the Technology Acceptance Model (TAM) to explain user drop-off in short-video marketing funnels. Adopting an explanatory mixed-methods design, this research draws on TikTok analytics, website traffic data, booking records, survey responses, and internal interviews from a service-based business in Indonesia. The findings indicate that TikTok content successfully generates Attention and Interest but exhibits limited progression to Search and Action stages. Although users report high perceived usefulness, entertainment value, and booking intention, inconsistent call-to-action (CTA) execution and cross-platform friction significantly constrain conversion outcomes. By integrating AISAS and TAM, this study contributes a multi-level explanation of conversion drop-off that combines perceptual, behavioral, and structural dimensions. The findings highlight that engagement intensity alone is insufficient for conversion and underscore the importance of funnel continuity in short-video marketing.

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Journal Info

Abbrev

IJSE

Publisher

Subject

Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Mathematics Physics

Description

International Journal of Science and Environment (IJSE) is to provide a research medium and an important reference for the advancement and dissemination of research results that support high-level research in the fields of Science and Environment . Original theoretical work and application-based ...