Consumers’ Intention to Follow Influencers: The Role of Influencer Traits and Content with Perceived Content Authenticity as a Mediator
DOI:
https://doi.org/10.62270/jirms.v7i2.148Keywords:
Influencer Characteristics, Influencer Content Value, Intention to Follow, Perceived Content AuthenticityAbstract
Purpose—Despite the growing body of research regarding influencer marketing, there is still very little research on how different characteristics of influencers can shape the intention to follow. This study examines the influence of various traits (trustworthiness, attractiveness, expertise, similarity, entertainment value, and informative value) of social media influencers and their content's authenticity on people's intention to follow them on social media, and tests the mediating role of perceived content authenticity between these relationships.
Study Design/methodology/approach—The study utilizes responses from 302 respondents from Pakistan, selected through convenience sampling, to compare the influencers' six main characteristics. These traits were measured using multi-item scales and analyzed through descriptive statistics, reliability and correlation analysis, regression and mediation analysis.
Findings—The analysis reveals that authenticity is the key factor that supports the relationships of these traits. Similarity and entertainment value positively impact the followers’ intention to follow the influencers, while expertise and attractiveness are important only when the content is authentic to the followers. Trustworthiness and informative value influence followers' intentions primarily through authenticity. Overall, the results show that the audience's preference is for content that is real, relatable, and transparent. The research supports the instinct of authenticity as a key factor in influencer marketing, suggesting that the impact of meaningful and trustworthy interactions is greater than that of polished appearances or technical expertise.
Practical Implications—The findings suggest that brands and influencers should prioritize transparent, authentic, true, and relatable content rather than relying on claimed expertise or physical attractiveness alone. For Pakistani marketers and comparable markets, cultivating perceived authenticity offers a way to maintain follower engagement and long-term customer relationships.
Originality/Value—The study contributes to influencer marketing research by simultaneously evaluating six influencer traits and positioning perceived content authenticity as the central mediating factor within the under-researched Pakistani context. It advances understanding of why authenticity, rather than surface-level appeal, ultimately drives the consumer's intention to follow.
References
Abdullah, M., Farooq, H., Mukhtar, S., Mushtaq, S., & Hassan, S. M. N. U. (2024). Effect of Social Media Influencers’ Credibility on Consumers’ Purchase Intentions: A Mediating and Moderating Analysis. Journal of Education and Social Studies, 5(2), 521-534.
Al-Zoubi, M. M. (2022). The growth of influencer marketing: A comparison of TikTok and Instagram. Contention in the Reshaping Global Economy, 345(10.14232).
Aldlimi, T., Priporas, C. V., & Chang, S.-W. (2025). Exploring how followers’ verification behavior influence sharing decisions: the role of source, content and audience factors. Qualitative Market Research: An International Journal, 28(3), 474-505.
Alharthi, B., Farsi, M., & Helmy, A. (2026). Social media influencer marketing and e-commerce in Saudi Arabia: a social media analysis from consumer and industry perspectives. Frontiers in Communication, 11, 1723356.
Altay, S., Hoes, E., & Wojcieszak, M. (2025). Following news on social media boosts knowledge, belief accuracy and trust. Nature Human Behaviour, 9(9), 1833-1842.
Alyahya, M. (2021). The marketing influencers altering the purchase intentions of Saudi consumers: The effect of sociocultural perspective. Polish Journal of Management Studies, 24.
Ao, L., Bansal, R., Pruthi, N., & Khaskheli, M. B. (2023). Impact of social media influencers on customer engagement and purchase intention: A meta-analysis. Sustainability, 15(3), 2744.
Azmat, Z., Yousaf, Z., & Ahmed, M. (2024). Social Media Influencers andthe PurchasingDecisionsof Youth: With Special Emphasis on Emotional and Rational Aspects. Journal of Asian Development Studies, 13(2), 1103-1112.
Azouri, M. (2026). Enterprising social media communities: how Instagram influencers shape Gen Z purchasing intentions in Middle-Eastern universities. Journal of Enterprising Communities: People and Places in the Global Economy, 1-19.
Balaban, D., & Mustățea, M. (2019). Users’ perspective on the credibility of social media influencers in Romania and Germany. Romanian Journal of Communication and Public Relations, 21(1), 31-46.
Barari, M. M., Eisend, M., & Jain, S. P. (2026). A meta-analysis of the effectiveness of social media influencers: Mechanisms and moderation. Journal of the Academy of Marketing Science, 54(1), 28-48.
Berhanu, K., & Raj, S. (2020). The trustworthiness of travel and tourism information sources of social media: perspectives of international tourists visiting Ethiopia. Heliyon, 6(3).
Beverland, M. B., & Farrelly, F. J. (2010). The quest for authenticity in consumption: Consumers’ purposive choice of authentic cues to shape experienced outcomes. Journal of consumer research, 36(5), 838-856.
Blanco, C. F., Blasco, M. G., & Azorín, I. I. (2010). Entertainment and informativeness as precursory factors of successful mobile advertising messages. Communications of the IBIMA, 2010(2010), 1-11.
Cao, N., Isa, N. M., Perumal, S., & Chen, C. (2025). Perceived value, consumer engagement, and purchase intention in virtual influencer marketing: The role of source credibility and generational cohort. Journal of Theoretical and Applied Electronic Commerce Research, 20(2), 150.
Casaló, L. V., Flavián, C., & Ibáñez-Sánchez, S. (2020). Influencers on Instagram: Antecedents and consequences of opinion leadership. Journal of business research, 117, 510-519.
Chung, D. T. (2025). How user-generated content on social media platform can shape consumers’ purchase behavior? An empirical study from the theory of consumption values perspective. Cogent Business & Management, 12(1), 2471528.
Fritz, K., Schoenmueller, V., & Bruhn, M. (2017). Authenticity in branding–exploring antecedents and consequences of brand authenticity. European journal of marketing, 51(2), 324-348.
Gautam, V., & Sharma, V. (2017). The mediating role of customer relationship on the social media marketing and purchase intention relationship with special reference to luxury fashion brands. Journal of Promotion Management, 23(6), 872-888.
Ghauri, K., Ahmad, G., & Amin, M. (2025). ul Ain, Q. Building Consumer Trust Through Influencer Authenticity: A Content Analysis of Sponsored Posts on Instagram. J. Bus. Manag. Res, 4, 78-94.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European business review, 31(1), 2-24.
Han, J., & Balabanis, G. (2024). Meta‐analysis of social media influencer impact: Key antecedents and theoretical foundations. Psychology & Marketing, 41(2), 394-426.
Hayes, A. F. (2022). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (3 ed., Vol. 3). The Guilford Press.
Ho, H., & Ito, K. (2019). Consumption-oriented engagement in social network sites: Undesirable influence on personal well-being. European journal of marketing, 53(7), 1355-1377.
Hoffner, C., & Buchanan, M. (2005). Young adults' wishful identification with television characters: The role of perceived similarity and character attributes. Media psychology, 7(4), 325-351.
Horton, D., & Richard Wohl, R. (1956). Mass communication and para-social interaction: Observations on intimacy at a distance. psychiatry, 19(3), 215-229.
Hovland, C. I., & Weiss, W. (1951). The influence of source credibility on communication effectiveness. Public opinion quarterly, 15(4), 635-650.
Jamil, R. A., Qayyum, U., Ul Hassan, S. R., & Khan, T. I. (2024). Impact of social media influencers on consumers' well-being and purchase intention: a TikTok perspective. European Journal of Management and Business Economics, 33(3), 366-385.
Jiang, Z., & Benbasat, I. (2007). The Effects of Presentation Formats and Task Complexity on Online Consumers’ Product Understanding1. MIS quarterly, 31(3), 475-500.
Khan, M. R., Iqbal, M., & Lodhi, A. J. (2021). Influencer Marketing in Instagram: Effects of promotional posts on purchasing behaviour of consumers. J. Pol. Stud., 28, 119.
Ki, C. W. C., & Kim, Y. K. (2019). The mechanism by which social media influencers persuade consumers: The role of consumers’ desire to mimic. Psychology & Marketing, 36(10), 905-922.
Kim, D. Y., & Kim, H.-Y. (2021). Influencer advertising on social media: The multiple inference model on influencer-product congruence and sponsorship disclosure. Journal of business research, 130, 405-415.
Liu, S., Wang, Y., & An, S. (2026). How virtual influencers on social media shape consumers’ purchase intention toward organic food: the mediating role of consumer engagement. Frontiers in Sustainable Food Systems, 10, 1772438.
Lou, C., & Kim, H. K. (2019). Fancying the new rich and famous? Explicating the roles of influencer content, credibility, and parental mediation in adolescents’ parasocial relationship, materialism, and purchase intentions. Frontiers in psychology, 10, 2567.
Lou, C., & Yuan, S. (2019). Influencer marketing: How message value and credibility affect consumer trust of branded content on social media. Journal of interactive advertising, 19(1), 58-73.
Maghraoui, S., & Khrouf, L. (2025). Instagram live-streamings: how does influencer–follower congruence affect Gen Z trust, attitudes and intentions? Young Consumers, 26(1), 150-169.
Martins, J., Costa, C., Oliveira, T., Gonçalves, R., & Branco, F. (2019). How smartphone advertising influences consumers' purchase intention. Journal of business research, 94, 378-387.
Mir, I. A. (2026). Influencer’s physical attractiveness and content aesthetics: Conscious and preconscious determinants of fashion-branded content engagement on instagram. Journal of Creative Communications, 21(2), 201-219.
Muhmin, A. H., Syah, T. Y. R., & Anggraeni, A. (2026). Parasocial relationship as a social-cognitive pathway in influencer marketing: evidence from Indonesian beauty followers. Frontiers in Communication, 11, 1723759.
Muthulingam, K., & Amirtharaj, N. (2026). Influencer marketing and Gen Z's purchase intentions: a structural equation modeling approach. Frontiers in Communication, 11, 1830223.
Naderer, B., Matthes, J., & Schäfer, S. (2021). Effects of disclosing ads on Instagram: The moderating impact of similarity to the influencer. International Journal of advertising, 40(5), 686-707.
Nunnally, J., & Bernstein, I. (1994). Psychometric Theory, 3r ed., McGraw-Hill, New York, NY.
Ohanian, R. (1990). Construction and validation of a scale to measure celebrity endorsers' perceived expertise, trustworthiness, and attractiveness. Journal of advertising, 19(3), 39-52.
Petty, R. E., & Cacioppo, J. T. (1986). The elaboration likelihood model of persuasion. In Advances in experimental social psychology (Vol. 19, pp. 123-205). Elsevier.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879.
Pöyry, E., Pelkonen, M., Naumanen, E., & Laaksonen, S.-M. (2019). A call for authenticity: Audience responses to social media influencer endorsements in strategic communication. International Journal of Strategic Communication, 13(4), 336-351.
Rani, A., Chaudhary, N., & Gusai, O. P. (2023). Impact of social media influencers’ credibility and similarity on instagram consumers’ purchase intention. A Journal of Management, 1, 20.
Rubin, A. M., Perse, E. M., & Powell, R. A. (1985). Loneliness, parasocial interaction, and local television news viewing. Human communication research, 12(2), 155-180.
Sardar, S., Tata, S. V., & Sarkar, S. (2024). Examining the influence of source factors and content characteristics of influencers' post on consumer engagement and purchase intention: a moderated analysis. Journal of Retailing and Consumer Services, 79, 103888.
Sarstedt, M., Ringle, C. M., & Hair, J. F. (2021). Partial least squares structural equation modeling. In Handbook of market research (pp. 587-632). Springer.
Saternus, Z., Mihale-Wilson, C., & Hinz, O. (2024). Influencer marketing on Instagram—The optimal disclosure strategy from influencers’ and marketers’ perspectives. Electronic markets, 34(1), 60.
Schouten, A. P., Janssen, L., & Verspaget, M. (2020). Celebrity vs. Influencer endorsements in advertising: the role of identification, credibility, and Product-Endorser fit. International Journal of advertising, 39(2), 258-281.
Shabalina, O., & Nelson, M. R. (2025). Reconsidering Ad design practices and visual aesthetics in social media interactive spaces: toward a conceptual framework. Journal of interactive advertising, 25(2), 139-156.
Shareef, M. A., Kapoor, K. K., Mukerji, B., Dwivedi, R., & Dwivedi, Y. K. (2020). Group behavior in social media: Antecedents of initial trust formation. Computers in Human Behavior, 105, 106225.
Slater, M. D., & Rouner, D. (1996). How message evaluation and source attributes may influence credibility assessment and belief change. Journalism & Mass Communication Quarterly, 73(4), 974-991.
Sprout Social. (2024). The State of Influencer Marketing Report: In Influencers We Trust. https://sproutsocial.com/insights/data/influencer-marketing-report/
Tsang, M. M., Ho, S.-C., & Liang, T.-P. (2004). Consumer attitudes toward mobile advertising: An empirical study. International journal of electronic commerce, 8(3), 65-78.
Vrontis, D., Makrides, A., Christofi, M., & Thrassou, A. (2021). Social media influencer marketing: A systematic review, integrative framework and future research agenda. International journal of consumer studies, 45(4), 617-644.
Wang, R., Chan-Olmsted, S., & Zhou, Q. (2025). Information seeking and affective relationship building in influencer marketing: the role of social media affordances. Humanities and Social Sciences Communications, 12(1), 557.
Yodi, H., Widyastuti, S., & Noor, L. (2020). The effects of content and influencer marketing on purchasing decisions of fashion erigo company. Dinasti International Journal of Economics, Finance & Accounting, 1(2), 345-357.
Zaman, K., Khan, S., Abbas, M., & AbdAlatti, A. (2024). Effect of social media influencers on brand preferences through trust: Moderating role of emotional attachment. Innovative Marketing, 20(2), 128-139.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Aansa Inam, Marium Rehan, Ayesha Jamil, Unnas Naeem, Sarah Khan

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution (CC-BY) 4.0 License that allows others to share the work with an acknowledgment of the work’s authorship and initial publication in this journal.


