The Role of Artificial Intelligence in Enhancing User Experience on OTT Platforms
DOI:
https://doi.org/10.38035/gijes.v2i4.311Keywords:
AI-Driven Personalization, OTT Platforms, User Engagement, Content RecommendationsAbstract
This study investigates the impact of Artificial Intelligence (AI) on user experience and engagement with Over-the-Top (OTT) platforms, focusing on Ahmedabad, India. The research examines how AI-driven content personalization and predictive analytics influence user satisfaction and retention. Using a quantitative approach, data was collected from 101 respondents via a structured questionnaire and analyzed using SPSS software. Key findings reveal that AI-based content recommendations significantly enhance user satisfaction, with noticeable differences in engagement across age groups. Gender-based analysis shows a variance in time spent on platforms, though content preferences and response to recommendations remain consistent across genders. The study highlights the growing importance of AI in optimizing user experiences and driving engagement on OTT platforms. Future research can explore regional variations, ethical challenges, and evolving AI technologies in streaming services to further refine personalization strategies.
References
Arya, K., & Chauhan, R. (2024). Consumers in the Pandemic: Contented or Discontented. In N. Singh, P. Kansra, & S. L. Gupta (Eds.), Navigating the Digital Landscape (pp. 181–216). Emerald Publishing Limited. https://doi.org/10.1108/978-1-83549-272-720241011
Baber, H., & Fanea-Ivanovici, M. (2023). Motivations behind backers’ contributions in reward-based crowdfunding for movies and web series. International Journal of Emerging Markets, 18(3), 666–684. https://doi.org/10.1108/IJOEM-01-2021-0073
Baber, H., Fanea-Ivanovici, M., Pana, M.-C., & Manole, A. M. (2024). Do price consciousness, anti-socializing behavior and content add fuel to consuming online video streaming? A multigroup analysis and moderating role of gender and marital status. Online Information Review, ahead-of-print(ahead-of-print). https://doi.org/10.1108/OIR-09-2023-0444
Bhatt, K. (2022). Adoption of online streaming services: moderating role of personality traits. International Journal of Retail & Distribution Management, 50(4), 437–457. https://doi.org/10.1108/IJRDM-08-2020-0310
Bhattacharyya, S. S., Goswami, S., Mehta, R., & Nayak, B. (2022). Examining the factors influencing adoption of over the top (OTT) services among Indian consumers. Journal of Science and Technology Policy Management, 13(3), 652–682. https://doi.org/10.1108/JSTPM-09-2020-0135
Friederich, F., Palau-Saumell, R., Matute, J., & Meyer, J.-H. (2024). Digital natives and streaming TV platforms: an integrated perspective to explain continuance usage of over-the-top services. Online Information Review, 48(1), 1–21. https://doi.org/10.1108/OIR-03-2022-0133
Kalra, N., Deshwal, P., Gokarn, S., & Kushwah, S. (2024). Antecedents and outcomes of customer over-the-top experience: a systematic literature review. IIMT Journal of Management, 1(1), 47–87. https://doi.org/10.1108/IIMTJM-10-2023-0043
Katoch, M., & Sharma, A. (2024). Unraveling the viral phenomenon: insights from social media content analysis on streaming over-the-top platforms. Global Knowledge, Memory and Communication, ahead-of-print(ahead-of-print). https://doi.org/10.1108/GKMC-11-2023-0462
Khanna, P., Sehgal, R., Gupta, A., Dubey, A. M., & Srivastava, R. (2024). Over-the-top (OTT) platforms: a review, synthesis and research directions. Marketing Intelligence & Planning, ahead-of-print(ahead-of-print). https://doi.org/10.1108/MIP-03-2023-0122
Kour, G., & Chhabria, B. (2022). Understanding platform strategies for consumer stickiness on OTT platforms. Journal of Indian Business Research, 14(4), 540–555. https://doi.org/10.1108/JIBR-04-2021-0122
Kumar, R., & Bose, P. (2022). Case Study Telecom industry and competitive landscape in India: will MTNL and BSNL successfully recover? IIM Ranchi Journal of Management Studies, 1(1), 82–98. https://doi.org/10.1108/IRJMS-12-2021-0179
Liu, W., Liang, Y., Shi, X., Gao, P., & Zhou, L. (2022). Platform opening and cooperation: a literature review and research agenda. Modern Supply Chain Research and Applications, 4(2), 86–104. https://doi.org/10.1108/MSCRA-01-2022-0001
Lo, M. C., Mohamad, A. A., Wan Ibrahim, W. H., & Thong, J. Z. (2024). Unveiling the dynamics of Malaysian viewers’ continuance usage intention of OTT platforms: insights from the stimulus-organism-response (SOR) paradigm. Global Knowledge, Memory and Communication, ahead-of-print(ahead-of-print). https://doi.org/10.1108/GKMC-03-2024-0139
Nafees, L., Mehdi, M., Gupta, R., Kalia, S., Banerjee, S., & Kapoor, S. (2021). Netflix in India: expanding to success. Emerald Emerging Markets Case Studies, 11(2), 1–31. https://doi.org/10.1108/EEMCS-10-2019-0285
Pant, K., & Sahay, A. (2022). PVR Limited at a crossroads. Emerald Emerging Markets Case Studies, 12(4), 1–28. https://doi.org/10.1108/EEMCS-01-2022-0010
Patil, V., Lim, W. M., Date, H., Donthu, N., & Kumar, S. (2023). The blockbuster blueprint: towards a stakeholder theory-based marketing framework. Marketing Intelligence & Planning, 41(7), 880–902. https://doi.org/10.1108/MIP-05-2023-0230
Pattusamy, M., & Chopdar, P. K. (2024). What motivates users to keep WhatsApp statuses: a scale development study. Asia Pacific Journal of Marketing and Logistics, 36(6), 1409–1428. https://doi.org/10.1108/APJML-06-2023-0529
Prasad, S. S. (2022). Impact of OTT media on the society: insights from path analysis. Asia-Pacific Journal of Business Administration, 14(2), 185–198. https://doi.org/10.1108/APJBA-06-2021-0261
Riskos, K., Dekoulou, P., Hatzithomas, L., & Papasolomou, I. (2024). Hedonic and eudaimonic entertainment as facilitators of consumer brand engagement: a multiple mediation model for Netflix. EuroMed Journal of Business, ahead-of-print(ahead-of-print). https://doi.org/10.1108/EMJB-05-2023-0141
Sabat, K. C., & Bhattacharyya, S. S. (2024). Study of spirituality and well-being over-the-top services through the lens of stimulus-organism-response framework: a moderated-mediation analysis. International Journal of Ethics and Systems, 40(3), 582–612. https://doi.org/10.1108/IJOES-04-2023-0094
Sahu, G., Singh, G., Singh, G., & Gaur, L. (2024). Exploring new dimensions in OTT consumption: an empirical study on perceived risks, descriptive norms and goal-directed behaviour. Asia Pacific Journal of Marketing and Logistics, 36(7), 1634–1656. https://doi.org/10.1108/APJML-07-2023-0690
Saldanha, A. (2024). Amazon Prime’s growth story faces hurdles in India. The CASE Journal, ahead-of-print(ahead-of-print). https://doi.org/10.1108/TCJ-08-2023-0179
Saldanha, A., & Aranha, R. (2022). Pricing and content – Netflix’s dilemma in India. Emerald Emerging Markets Case Studies, 12(4), 1–14. https://doi.org/10.1108/EEMCS-12-2021-0411
Saldanha, A., & Aranha, R. (2024). Netflix’s growth in India on a slippery turf. The CASE Journal, 20(1), 81–92. https://doi.org/10.1108/TCJ-10-2021-0192
Sharma, A., Sreen, N., & Baishya, K. (2023). Identifying gratification behind the consumption of the OTT platforms in an emerging market: a means-end theory approach. Marketing Intelligence & Planning, 41(5), 593–612. https://doi.org/10.1108/MIP-12-2022-0558
Sharma, K., & Lulandala, E. E. (2023). OTT platforms resilience to COVID-19 – a study of business strategies and consumer media consumption in India. International Journal of Organizational Analysis, 31(1), 63–90. https://doi.org/10.1108/IJOA-06-2021-2816
Sharma, Y., & Sijariya, R. (2024). Uncovering the trends and developments in subscription business models through bibliometric analysis. Journal of Service Theory and Practice, 34(2), 242–269. https://doi.org/10.1108/JSTP-02-2023-0054
Soren, A. A., & Chakraborty, S. (2024). Beliefs, flow and habit in continuance of over-the-top (OTT) platforms. International Journal of Retail & Distribution Management, 52(2), 183–200. https://doi.org/10.1108/IJRDM-06-2023-0379
Talwar, S., Kaur, P., Kumar, S., Laroche, M., & Dhir, A. (2024). Caged, helpless but not bored: consumption values derived from over-the-top platforms during pandemic. Information Technology & People, 37(1), 422–448. https://doi.org/10.1108/ITP-11-2021-0837
Tsai, L. L. (2023). A deeper understanding of switching intention and the perceptions of non-subscribers. Information Technology & People, 36(2), 785–807. https://doi.org/10.1108/ITP-04-2021-0255
Xu, M., Li, B., Scott, O. K. M., & Wang, J. J. (2023). New platform and new excitement? Exploring young educated sport customers’ perceptions of watching live sports on OTT services. International Journal of Sports Marketing and Sponsorship, 24(4), 682–699. https://doi.org/10.1108/IJSMS-07-2022-0140
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Copyright (c) 2025 Keshav Chahwala, Chavda Shubham, Nihal Zalariya, Aryan Dhruv, Arya Rakesh Shah, Rahul Chauhan, Andino Maseleno
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