Maximizing Marketing Impact: Examining Video Content Through Analytics and Consumer Behaviour
DOI:
https://doi.org/10.62486/agma2025259Keywords:
Video content, Marketing strategy, Behavioral analytics, Communication effectiveness, Video marketing, Digital metrics, Strategic integration, Advertising impactAbstract
Introduction: The article examines the impact of video content on the effectiveness of marketing strategies with a focus on analytical interpretation of audience behavioral reactions. The purpose of the study is to analyze the potential of marketing campaigns in the context of adaptation to changes in media consumption.
Methods: The study was based on the analysis of secondary empirical data obtained from authoritative analytical reports covering current trends in video marketing and digital consumer engagement. The methods used are quantitative content analysis, thematic classification, and discursive interpretation.
Results: It is found that video content demonstrates a high level of strategic importance - 95% of marketers recognize it as a key tool for influencing the target audience. The main types of barriers to video implementation are identified: lack of time and technical complexity. It is established that video helps to increase brand trust, forms emotional contact with the consumer, and provides an opportunity to accurately measure audience reactions through digital metrics (watch time, CTR, engagement rate). It is shown that cultural relevance, professional visual quality, and artificial intelligence support are key factors in the effectiveness of video on social media.
Conclusions: The article emphasizes the need for a comprehensive integration of video content into strategic planning, including the development of intra-team competencies, analytical reporting, and automated video performance evaluation systems. Prospects for the study are to form adaptive models of video strategy focused on changing consumer behavioral patterns and digital transformation of marketing communications in various sectors.
References
Bakti S, Marpaung D. Short Video Marketing: Strategies For Increasing Tourism In Indonesia. Reslaj: Religion Education Social Laa Roiba Journal 2024;6(3):2506–2515. https://doi.org/10.47467/reslaj.v6i3.6266 DOI: https://doi.org/10.47467/reslaj.v6i3.6266
Purnomo YJ. Digital Marketing Strategy to Increase Sales Conversion on E-commerce Platforms. Journal of Contemporary Administration and Management (ADMAN) 2023;1(2):54–62. https://doi.org/10.61100/adman.v1i2.23 DOI: https://doi.org/10.61100/adman.v1i2.23
Ngo TTA, Quach P, Nguyen TV, Nguyen AD, Nguyen TMN. Short video marketing factors influencing the purchase intention of Generation Z in Vietnam. Innovative Marketing 2023; 19(3):34–50. https://doi.org/10.21511/im.19(3).2023.04 DOI: https://doi.org/10.21511/im.19(3).2023.04
Xu J. Research on Film Short Video Marketing Strategy from the Perspective of the New Marketing Theory of 4C. SHS Web of Conferences 2023;155:02004. https://doi.org/10.1051/shsconf/202315502004 DOI: https://doi.org/10.1051/shsconf/202315502004
Chen H, Wu X, Zhang Y. Impact of Short Video Marketing on Tourist Destination Perception in the Post-pandemic Era. Sustainability 2023;15(13). https://doi.org/10.3390/su151310220 DOI: https://doi.org/10.3390/su151310220
Maitri WS, Suherlan S, Prakosos RDY, Subagja AD, Almaududi Ausat AM. Recent Trends in Social Media Marketing Strategy. Jurnal Minfo Polgan 2023;12(1):842–850. https://doi.org/10.33395/jmp.v12i1.12517 DOI: https://doi.org/10.33395/jmp.v12i1.12517
Pu J, Hou J, Wei L, Sun Y. The Analysis of Marketing Strategy of Short Video Platforms - Taking Douyin as Example. Advances in Economics, Management and Political Sciences 2023;9(1):356–361. https://doi.org/10.54254/2754-1169/9/20230410 DOI: https://doi.org/10.54254/2754-1169/9/20230410
Jaipong P. Business Model and Strategy: A Case Study Analysis of TikTok. Advance Knowledge for Executives (AKE) [Internet]. 2023 [cited 4 June 2025];2(1):1–18. Available in: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4335962
Liu L. Social Media Marketing Strategy - The Case of Tik Tok. Highlights in Business, Economics and Management 2022;2:147–153. https://doi.org/10.54097/hbem.v2i.2353 DOI: https://doi.org/10.54097/hbem.v2i.2353
Brooks R, Christidis R, Carah N, Kelly B, Martino F, Backholer K. Turning users into unofficial brand ambassadors’: marketing of unhealthy food and non-alcoholic beverages on TikTok. BMJ Global Health 2022;7(6). https://doi.org/10.1136/bmjgh-2022-009112 DOI: https://doi.org/10.1136/bmjgh-2022-009112
Kim HS, Suh YJ, Kim, E-M., Chong E, Hong H, Song B, et al. Fact-Checking and Audience Engagement: A Study of Content Analysis and Audience Behavioral Data of Fact-Checking Coverage from News Media. Digital Journalism 2022;10(5):781–800. https://doi.org/10.1080/21670811.2021.2006073 DOI: https://doi.org/10.1080/21670811.2021.2006073
Lim ST, Ong LY, Leow MC. New RFI Model for Behavioral Audience Segmentation in Wi-Fi Advertising System. Future Internet 2023;15(11). https://doi.org/10.3390/fi15110351 DOI: https://doi.org/10.3390/fi15110351
Peters S, Van der Cruijsen R, van der Aar LP, E., Spaans JP, Becht AI, Crone EA. Social media use and the not-so-imaginary audience: Behavioral and neural mechanisms underlying the influence on self-concept. Developmental Cognitive Neuroscience 2021;48. https://doi.org/10.1016/j.dcn.2021.100921 DOI: https://doi.org/10.1016/j.dcn.2021.100921
Putri AMA, Sanica IG. Digital marketing strategy to survive during COVID-19 pandemic. International Journal of Economics, Business and Accounting Research (IJEBAR) 2022;6(1):27. https://doi.org/10.29040/ijebar.v6i1.4084 DOI: https://doi.org/10.29040/ijebar.v6i1.4084
Isnawati SI, Pratiwi MI, Bangsa JR. Pelatihan Konten Marketing Pada Industri Otomotif Dengan Media Video Marketing Di Pt Wahana Investasindo Salatiga. Jurnal Abadimas Adi Buana 2023;6(02):240–247. https://doi.org/10.36456/abadimas.v6.i02.a6337 DOI: https://doi.org/10.36456/abadimas.v6.i02.a6337
Kartika AS. Analysis of Strategy Content Marketing Pada Bisnis Kuliner (Studi Kasus Pada Akun Instagram @initempeid). Eqien - Jurnal Ekonomi Dan Bisnis [Internet]. 2023 [cited 4 June 2025];12(02):242–250. Available in: https://www.researchgate.net/publication/372397543_Analisis_Strategi_Content_Marketing_Pada_Bisnis_Kuliner_Studi_Kasus_Pada_Akun_Instagram_initempeid DOI: https://doi.org/10.34308/eqien.v12i02.1427
Barbosa B, Saura JR, Zekan SB, Ribeiro-Soriano D. Retracted Article: Defining content marketing and its influence on online user behavior: a data-driven prescriptive analytics method. Annals of Operations Research 2024;337(Suppl 1):17. https://doi.org/10.1007/s10479-023-05261-1 DOI: https://doi.org/10.1007/s10479-023-05261-1
Strubberg BC, Mitchell C. Convergent Practices in Social Media Videos: Examining Genre Conventions in Business-to-Consumer Content. Technical Communication 2023;70(2):27–42. https://doi.org/10.55177/tc817333 DOI: https://doi.org/10.55177/tc817333
Sedej T. The role of video marketing in the modern business environment: A view of top management of SMEs. Journal for International Business and Entrepreneurship Development 2019;12(1):37–48. https://doi.org/10.1504/JIBED.2019.103388 DOI: https://doi.org/10.1504/JIBED.2019.103388
Deb M. The impact of scepticism in cause-related marketing campaigns on audiences’ behavioural intentions with religiosity as a moderator: Focused Study on Nonprofit Organizations in India. International Review on Public and Nonprofit Marketing 2021;18(3):387–401. https://doi.org/10.1007/s12208-021-00278-3 DOI: https://doi.org/10.1007/s12208-021-00278-3
Wyzowl. Video marketing statistics 2025 [Internet]. 2025 [cited 4 June 2025]. Available in: https://www.wyzowl.com/video-marketing-statistics/
Sprout Social. The 2025 Sprout Social Index™ (Edition XX) [Internet]. 2025 [cited 4 June 2025]. Available in: https://sproutsocial.com/insights/index/
Zhang J, Chan CS. Surviving from the craze: Short video marketing on digital footprint in Yongxing Square in Xi’an. Journal of Vacation Marketing, 2024. https://doi.org/10.1177/13567667231221815 DOI: https://doi.org/10.1177/13567667231221815
Rosadian A. Kolaborasi Strategi Digital Marketing Dalam Meningkatkan Kinerja Pemasaran Usaha Kuliner Di Kota Malang. Jurnal Pijar. [Internet]. 2023 [cited 4 June 2025];1(2):191–199. Available in: https://e-journal.naureendigition.com/index.php/pmb/article/view/241
Singla J, Singh B, Pruthi N. Three Decades of Content Marketing: A Performance Analysis. Researchgate, [Internet]. 2022 [cited 4 June 2025] Available in: https://www.researchgate.net/profile/Jagdeep-Singla/publication/364939088_Three_Decades_of_Content_Marketing_A_Performance_Analysis/links/635fbdf96e0d367d91e2b07d/Three-Decades-of-Content-Marketing-A-Performance-Analysis.pdf
Parvez SJ, Moyeenudin HM, Arun S, Anandan R, Janahan SK. Digital marketing in hotel industry. International Journal of Engineering and Technology(UAE) 2018;7:288–290. https://doi.org/10.14419/ijet.v7i2.21.12383 DOI: https://doi.org/10.14419/ijet.v7i2.21.12383
Adiyono NG, Rahmat TY, Anindita R. Digital Marketing Strategies to Increase Online Business Sales Through Social Media. Journal of Humanities, Social Science, Public Administration and Management (HUSOCPUMENT) 2021;1(2):31–37. https://doi.org/10.51715/husocpument.v1i2.58 DOI: https://doi.org/10.51715/husocpument.v1i2.58
Freihat SMSS. Digital marketing and its role in achieving customer’s happiness: Evidence Jordanian five-star hotels. International Journal of Data and Network Science 2023;7(3):1227–1240. https://doi.org/10.5267/j.ijdns.2023.5.002 DOI: https://doi.org/10.5267/j.ijdns.2023.5.002
Tafesse W. YouTube marketing: how marketers’ video optimization practices influence video views. Internet Research 2020;30(6):1689–1707. https://doi.org/10.1108/INTR-10-2019-0406 DOI: https://doi.org/10.1108/INTR-10-2019-0406
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