A COMPARATIVE EXPERIMENTAL STUDY ON ARTIFICIAL INTELLIGENCE- AND HUMAN-DRIVEN SOCIAL MEDIA MARKETING CAMPAIGNS

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Tarih

2024

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Erişim Hakkı

info:eu-repo/semantics/openAccess

Özet

Purpose- The rapid advancement in digital marketing, driven by technologies such as artificial intelligence (AI), forms the backdrop for this research. This study aims to investigate the performance differences between AI-driven and human-managed digital marketing campaigns by means of a true field experiment. Selected Key Performance Indicators (KPIs) are evaluated on the Meta platform to make a statement regarding the performance. Methodology- The study has an experimantal research method. Two concurrent marketing campaigns for the Paul Kenzie brand were conducted over a two-week period: one fully created by ChatGPT-4 and the other by a human expert. Key KPIs measured include Click-Through Rate (CTR), number of conversions, conversion rate, and Return on Advertising Spend (ROAS). Findings- The results indicate that AI-driven campaigns outperform human-managed campaigns in terms of CTR, conversion rate, and ROAS, suggesting higher efficiency and effectiveness in reaching and engaging the target audience. Conclusion- The findings highlight the potential of integrating AI technologies with human creativity to optimize digital marketing strategies.

Açıklama

Anahtar Kelimeler

Artificial ıntelligence, social media marketing, digital marketing, field experiment

Kaynak

Journal of Management Marketing and Logistics

WoS Q Değeri

Scopus Q Değeri

Cilt

11

Sayı

2

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