IDEAS home Printed from https://ideas.repec.org/a/pal/jmarka/v13y2025i1d10.1057_s41270-023-00276-w.html

How luxury fashion brands leverage TikTok to captivate young consumers: an exploratory investigation using video analytics

Author

Listed:
  • Yanbo Zhang

    (Louisiana State University)

  • Chuanlan Liu

    (Louisiana State University)

  • Chunmin Lang

    (Louisiana State University)

Abstract

Fashion brands including luxury brands are embracing TikTok to access young consumers, but there is a notable absence of research on how luxury fashion brands can leverage TikTok. Video analytics is crucial for understanding marketing communications via TikTok, a video-based social media platform. This study aims to examine how luxury brands establish their presence and effectively attract and engage with young consumers on TikTok through social media video analytics. A multiple case study approach was employed on the selected four luxury fashion brands. Data were collected from the selected brands’ official accounts, endorsed users’ accounts, and related hashtag links on TikTok. A three-stage content analysis of social media video analytics was conducted. The common and customized strategies employed across the selected brands on TikTok were identified, respectively. The findings revealed that young consumers prefer high-quality videos regarding branding messages, branded challenges, and influencers-led branded content. A consumer-brand engagement framework was proposed based on the data analysis. This research contributes to understanding how TikTok benefits the fashion industry and offers theoretical and practical insights for fashion brands to better harness TikTok. This study represents a pioneering endeavor in exploring social media video analytics, contributing to the advancement of marketing analytics literature.

Suggested Citation

  • Yanbo Zhang & Chuanlan Liu & Chunmin Lang, 2025. "How luxury fashion brands leverage TikTok to captivate young consumers: an exploratory investigation using video analytics," Journal of Marketing Analytics, Palgrave Macmillan, vol. 13(1), pages 128-144, March.
  • Handle: RePEc:pal:jmarka:v:13:y:2025:i:1:d:10.1057_s41270-023-00276-w
    DOI: 10.1057/s41270-023-00276-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41270-023-00276-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1057/s41270-023-00276-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Harrigan, Paul & Evers, Uwana & Miles, Morgan & Daly, Timothy, 2017. "Customer engagement with tourism social media brands," Tourism Management, Elsevier, vol. 59(C), pages 597-609.
    2. Santos, Zélia Raposo & Cheung, Christy M K & Coelho, Pedro Simões & Rita, Paulo, 2022. "Consumer engagement in social media brand communities: A literature review," International Journal of Information Management, Elsevier, vol. 63(C).
    3. Yanbo Zhang & Chuanlan Liu & Yanru Lyu, 2023. "Profiling Consumers: Examination of Chinese Gen Z Consumers’ Sustainable Fashion Consumption," Sustainability, MDPI, vol. 15(11), pages 1-18, May.
    4. Meng, Keira Shuyang & Leung, Louis, 2021. "Factors influencing TikTok engagement behaviors in China: An examination of gratifications sought, narcissism, and the Big Five personality traits," Telecommunications Policy, Elsevier, vol. 45(7).
    5. Bazi, Saleh & Filieri, Raffaele & Gorton, Matthew, 2023. "Social media content aesthetic quality and customer engagement: The mediating role of entertainment and impacts on brand love and loyalty," Journal of Business Research, Elsevier, vol. 160(C).
    6. Reyes-Menendez, Ana & Palos-Sanchez, Pedro & Saura, Jose Ramon & Santos, Carmen Rodríguez, 2022. "Revisiting the impact of perceived social value on consumer behavior toward luxury brands," European Management Journal, Elsevier, vol. 40(2), pages 224-233.
    7. Bruno Godey & Aikaterini Manthiou & Daniele Pederzoli & Joonas Rokka & Gaetano Aiello & Raffaele Donvito & Rahul Singh, 2016. "Social media marketing efforts of luxury brands : Influence on brand equity and consumer behavior," Post-Print hal-02313434, HAL.
    8. Bazi, Saleh & Filieri, Raffaele & Gorton, Matthew, 2020. "Customers’ motivation to engage with luxury brands on social media," Journal of Business Research, Elsevier, vol. 112(C), pages 223-235.
    9. Xu, Zhenning & Frankwick, Gary L. & Ramirez, Edward, 2016. "Effects of big data analytics and traditional marketing analytics on new product success: A knowledge fusion perspective," Journal of Business Research, Elsevier, vol. 69(5), pages 1562-1566.
    10. Simon, Françoise & Tossan, Vesselina, 2018. "Does brand-consumer social sharing matter? A relational framework of customer engagement to brand-hosted social media," Journal of Business Research, Elsevier, vol. 85(C), pages 175-184.
    11. Hollebeek, Linda D. & Glynn, Mark S. & Brodie, Roderick J., 2014. "Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation," Journal of Interactive Marketing, Elsevier, vol. 28(2), pages 149-165.
    12. Mojtaba Vaismoradi & Hannele Turunen & Terese Bondas, 2013. "Content analysis and thematic analysis: Implications for conducting a qualitative descriptive study," Nursing & Health Sciences, John Wiley & Sons, vol. 15(3), pages 398-405, September.
    13. Dawn Iacobucci & Maria Petrescu & Anjala Krishen & Michael Bendixen, 2019. "The state of marketing analytics in research and practice," Journal of Marketing Analytics, Palgrave Macmillan, vol. 7(3), pages 152-181, September.
    14. Bian, Qin & Forsythe, Sandra, 2012. "Purchase intention for luxury brands: A cross cultural comparison," Journal of Business Research, Elsevier, vol. 65(10), pages 1443-1451.
    15. Françoise Simon & Vesselina Tossan, 2018. "Does brand-consumer social sharing matter? A relational framework of customer engagement to brand-hosted social media," Post-Print hal-01867273, HAL.
    16. Misirlis, Nikolaos & Vlachopoulou, Maro, 2018. "Social media metrics and analytics in marketing – S3M: A mapping literature review," International Journal of Information Management, Elsevier, vol. 38(1), pages 270-276.
    17. Godey, Bruno & Manthiou, Aikaterini & Pederzoli, Daniele & Rokka, Joonas & Aiello, Gaetano & Donvito, Raffaele & Singh, Rahul, 2016. "Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior," Journal of Business Research, Elsevier, vol. 69(12), pages 5833-5841.
    18. Hollebeek, Linda D. & Macky, Keith, 2019. "Digital Content Marketing's Role in Fostering Consumer Engagement, Trust, and Value: Framework, Fundamental Propositions, and Implications," Journal of Interactive Marketing, Elsevier, vol. 45(C), pages 27-41.
    19. Lee, In, 2018. "Social media analytics for enterprises: Typology, methods, and processes," Business Horizons, Elsevier, vol. 61(2), pages 199-210.
    20. Hollebeek, Linda D. & Belk, Russell, 2021. "Consumers’ technology-facilitated brand engagement and wellbeing: Positivist TAM/PERMA- vs. Consumer Culture Theory perspectives," International Journal of Research in Marketing, Elsevier, vol. 38(2), pages 387-401.
    21. Brodie, Roderick J. & Ilic, Ana & Juric, Biljana & Hollebeek, Linda, 2013. "Consumer engagement in a virtual brand community: An exploratory analysis," Journal of Business Research, Elsevier, vol. 66(1), pages 105-114.
    22. Abdulla H. Fetais & Raed S. Algharabat & Abdullah Aljafari & Nripendra P. Rana, 2023. "Do Social Media Marketing Activities Improve Brand Loyalty? An Empirical Study on Luxury Fashion Brands," Information Systems Frontiers, Springer, vol. 25(2), pages 795-817, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bazi, Saleh & Filieri, Raffaele & Gorton, Matthew, 2023. "Social media content aesthetic quality and customer engagement: The mediating role of entertainment and impacts on brand love and loyalty," Journal of Business Research, Elsevier, vol. 160(C).
    2. Ritu Srivastava & Parul Gupta & Harish Kumar & Nikhita Tuli, 2025. "Digital customer engagement: A systematic literature review and research agenda," Australian Journal of Management, Australian School of Business, vol. 50(1), pages 220-245, February.
    3. Bazi, Saleh & Filieri, Raffaele & Gorton, Matthew, 2020. "Customers’ motivation to engage with luxury brands on social media," Journal of Business Research, Elsevier, vol. 112(C), pages 223-235.
    4. Abdulla H. Fetais & Raed S. Algharabat & Abdullah Aljafari & Nripendra P. Rana, 2023. "Do Social Media Marketing Activities Improve Brand Loyalty? An Empirical Study on Luxury Fashion Brands," Information Systems Frontiers, Springer, vol. 25(2), pages 795-817, April.
    5. Tunmin Catherine Jai & Xiao Tong & Hsiangting Shatina Chen, 2022. "Building brand loyalty on social media: theories, measurements, antecedents, and consequences," Journal of Brand Management, Palgrave Macmillan, vol. 29(1), pages 35-57, January.
    6. Fujita, Momoko & Harrigan, Paul & Soutar, Geoffrey N. & Kumar Roy, Sanjit & Roy, Rajat, 2020. "Enhancing member-institution relationships through social media: The role of other-user engagement behavior and similarity perceptions," Journal of Business Research, Elsevier, vol. 121(C), pages 642-654.
    7. Lim, Weng Marc & Rasul, Tareq, 2022. "Customer engagement and social media: Revisiting the past to inform the future," Journal of Business Research, Elsevier, vol. 148(C), pages 325-342.
    8. Yuan, Denghua & Lin, Zhibin & Filieri, Raffaele & Liu, Ran & Zheng, Mengqin, 2020. "Managing the product-harm crisis in the digital era: The role of consumer online brand community engagement," Journal of Business Research, Elsevier, vol. 115(C), pages 38-47.
    9. Naeem, Muhammad, 2026. "Fashion retailing and consumers in the digital age: E-semiotics and the Co-creation of luxury brand narratives on instagram," Journal of Retailing and Consumer Services, Elsevier, vol. 90(C).
    10. Muhammad Naeem & Wilson Ozuem, 2021. "Understanding the social consumer fashion brand engagement journey: insights about reputed fashion brands," Journal of Brand Management, Palgrave Macmillan, vol. 28(5), pages 510-525, September.
    11. Othman Boujena & Isabelle Ulrich & Aikaterini Manthiou & Bruno Godey, 2021. "Customer engagement and performance in social media: a managerial perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(4), pages 965-987, December.
    12. Faseeh Amin Beig & Mohammad Furqan Khan, 2018. "Impact of Social Media Marketing on Brand Experience: A Study of Select Apparel Brands on Facebook," Vision, , vol. 22(3), pages 264-275, September.
    13. Osei-Frimpong, Kofi & McLean, Graeme & Islam, Nazrul & Appiah Otoo, Brigid, 2022. "What drives me there? The interplay of socio-psychological gratification and consumer values in social media brand engagement," Journal of Business Research, Elsevier, vol. 146(C), pages 288-307.
    14. Dessart, Laurence & Pitardi, Valentina, 2019. "How stories generate consumer engagement: An exploratory study," Journal of Business Research, Elsevier, vol. 104(C), pages 183-195.
    15. Hasani Vjollca Visoka & Zeqiri Jusuf & Todorovik Teodora & Jaziri Dhouha & Toska Asdren, 2023. "Digital Content Marketing and EWOM: A Mediational Serial Approach," Business Systems Research, Paradigm, vol. 14(2), pages 24-43, December.
    16. Kumar, Vikas & Kaushik, Arun K., 2022. "Engaging customers through brand authenticity perceptions: The moderating role of self-congruence," Journal of Business Research, Elsevier, vol. 138(C), pages 26-37.
    17. Yoo, Jinyoung Jinnie, 2023. "Visual strategies of luxury and fast fashion brands on Instagram and their effects on user engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    18. Camilleri, Mark Anthony & Kozak, Metin, 2022. "Interactive engagement through travel and tourism social media groups: A social facilitation theory perspective," Technology in Society, Elsevier, vol. 71(C).
    19. Jose A. Flecha Ortiz & María Los M. Santos Corrada & Evelyn Lopez & Virgin Dones & Vivian Feliberty Lugo, 2023. "Don't make ads, make TikTok’s: media and brand engagement through Gen Z's use of TikTok and its significance in purchase intent," Journal of Brand Management, Palgrave Macmillan, vol. 30(6), pages 535-549, November.
    20. Lim, Weng Marc & Rasul, Tareq & Kumar, Satish & Ala, Mamun, 2022. "Past, present, and future of customer engagement," Journal of Business Research, Elsevier, vol. 140(C), pages 439-458.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:jmarka:v:13:y:2025:i:1:d:10.1057_s41270-023-00276-w. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.