Platform Capitalism and Uneven Digital Transformation: Organizational Constraints in Social Media–Based Property Marketing in Indonesia

  • Mohammad Mutohar Universitas Muhammadiyah Sumatera Utara, Indonesia
  • Fajar Pasaribu Universitas Muhammadiyah Sumatera Utara, Indonesia
Keywords: Organizational Constraints, Platform Capitalism, Property Market, Social Media Marketing, Uneven Digital Transformation

Abstract

This study examines platform capitalism and uneven digital transformation in social media–based property marketing in Indonesia, focusing on organizational constraints that shape marketing practices. While digital transformation is often framed as a linear path to efficiency and increased sales, this study argues that in the Global South it is inherently uneven, mediated by platform logics and internal organizational limitations. A qualitative descriptive approach was employed through in-depth interviews, observations, and document analysis involving key informants from a property company in North Sumatra. Data were analyzed using an interactive model supported by triangulation. The findings show that social media platforms function not only as promotional tools but also as market infrastructures mediating early interactions between firms and consumers. Visual content operates as symbolic capital shaping consumer perception and engagement. However, digital marketing effectiveness is constrained by limited human resources, inadequate content production, and the absence of an integrated Customer Relationship Management system, resulting in fragmented implementation. This indicates that digital transformation remains partial and uneven at the organizational level, reinforcing dependence on platform algorithms. This study contributes by reconceptualizing digital marketing as a platform-mediated social practice and identifying organizational constraints as a key locus of digital inequality. It recommends strengthening digital capacity, integrated systems, and community-based digital literacy to support inclusive and sustainable development.

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References

Adam, L., Jin, J., & Khan, A. (2022). Does the Indonesian farmer empowerment policy enhance the professional farmer? Empirical evidence based on the difference-in-difference approach. Technology in Society, 68, 101924. https://doi.org/10.1016/j.techsoc.2022.101924

Agarwal, N. D., Kumar, V. V. R., & Gunasekaran, A. (2024). Leveraging social media to examine sustainability communication of home appliance brands. Technology in Society, 77, 102550. https://doi.org/10.1016/j.techsoc.2024.102550

Ahmed, M., Shu, C., Hashmi, H. B. A., Luo, D., & Haider, S. W. (2026). “All is well”, really! Social media influencers, social media boycotts and consumer behavior in the MNFMCG context. Journal of Islamic Marketing, 17(5), 1721–1742. https://doi.org/10.1108/JIMA-06-2024-0243

Al-Qaysi, N., Granić, A., Al-Emran, M., Ramayah, T., Garces, E., & Daim, T. U. (2023). Social media adoption in education: A systematic review of disciplines, applications, and influential factors. Technology in Society, 73, 102249. https://doi.org/10.1016/j.techsoc.2023.102249

Alam, F., Tao, M., Rastogi, R., Mendiratta, A., & Attri, R. (2024). Do social media influencers influence the vaccination drive? An application of source credibility theory and uses and gratification theory. Technological Forecasting and Social Change, 198, 122973. https://doi.org/10.1016/j.techfore.2023.122973

Alfarizi, M., & Herdiansyah, H. (2024). Innate green propensity: Precursors of ecopreneurial intentions among Indonesian Education Human Resources University. The International Journal of Management Education, 22(2), 100977. https://doi.org/10.1016/j.ijme.2024.100977

Ali, D. S. F., & Rafdinal, W. (2026). Fashioning hyperpersonal relationship in halal fashion brand: halal brand loyalty and social information processing. Journal of Islamic Marketing, 17(3), 1058–1079. https://doi.org/10.1108/JIMA-06-2024-0234

Amalia, F. A., & Gunawan, A. I. (2023). Livening up Japan’s halal tourism by captivating Indonesian potential Muslim tourists. Journal of Islamic Marketing, 14(9), 2235–2252. https://doi.org/10.1108/JIMA-04-2022-0106

Amni, C., Sa’adah, N., & Nur, M. (2026). Bridging the digital divide in remote Islands: Exploring literacy, culture, and community identity in Pulau Breueh, Indonesia. Social Sciences & Humanities Open, 13, 102495. https://doi.org/10.1016/j.ssaho.2026.102495

Anggadwita, G., Indarti, N., & Ratten, V. (2024). Changes in Indonesian private universities educational practices in the post COVID-19 environment. The International Journal of Management Education, 22(1), 100905. https://doi.org/10.1016/j.ijme.2023.100905

Anwar, M. M. (2026). Connecting halal culinary content and tourist intentions: a framework of image, trust and behavioral drivers. Journal of Islamic Marketing, 17(3), 923–953. https://doi.org/10.1108/JIMA-01-2025-0071

Appel, G., Grewal, L., Hadi, R., & Stephen, A. T. (2020). The future of social media in marketing. Journal of the Academy of Marketing Science, 48(1), 79–95. https://doi.org/10.1007/s11747-019-00695-1

Astuti, P. A. A., Hardianto, A. W., Romadhon, M. S. S., & Hangsing, R. P. (2024). Marketing religious programs on television as a nonfavorite program: a study in Indonesia. Journal of Islamic Marketing, 15(10), 2439–2460. https://doi.org/10.1108/JIMA-07-2022-0187

Barney, J. B., Ketchen, D. J., & Wright, M. (2021). Resource-Based Theory and the Value Creation Framework. Journal of Management, 47(7), 1936–1955. https://doi.org/10.1177/01492063211021655

Chang, Y. C., & Amalina, N. S. S. (2026). Halal travel intention of Muslim tourists toward a non-Islamic destination: an integrated framework in Taiwan. Journal of Islamic Marketing, 17(4), 1604–1633. https://doi.org/10.1108/JIMA-01-2025-0027

Dean, D., Suhartanto, D., & Pujianti, F. N. (2022). Millennial behavioural intention in Islamic banks: the role of social media influencers. Journal of Islamic Marketing, 13(12), 2798–2814. https://doi.org/10.1108/JIMA-02-2021-0042

Dehyadegari, S., Nekuie, F., Poursaeed, M. M., & Pourjoupari, Z. (2025). Investigating the role of social media influencers on the online buying behavior of hijab clothing by women in Iran. Journal of Islamic Marketing, 16(11), 3154–3172. https://doi.org/10.1108/JIMA-10-2024-0489

Ery Suryanti, Puspa Fortuna Zulfa, Hendra Lesmana, & Bernadette Cahya Putri Utami. (2025). Pemanfaatan Tehnologi Digital dalam Strategi Pemasaran untuk Meningkatkan Penjualan pada UMKM. MANABIS: Jurnal Manajemen Dan Bisnis, 4(3), 256–265. https://doi.org/10.54259/manabis.v4i3.5411

Esquivias, M. A., Primanthi, M. R., Rachmaningtyas, L., Lau, W., & Tarassyta, A. (2025). Beyond compliance: Examining the link between industrial standards and firm performance in Indonesia. Social Sciences & Humanities Open, 11, 101590. https://doi.org/10.1016/j.ssaho.2025.101590

Fachrurazi, F., Silalahi, S. A. F., Hariyadi, H., & Fahham, A. M. (2023). Building halal industry in Indonesia: the role of electronic word of mouth to strengthen the halal brand image. Journal of Islamic Marketing, 14(8), 2109–2129. https://doi.org/10.1108/JIMA-09-2021-0289

Fauziah, F., Wicaksono, A. T. S., Miranti, T., Muchtar, I. H., Atieqoh, S., Imansah, R. K. S., & Rosidi, A. (2026). Customer importance vs service performance: a multifaceted investigation in the Indonesia halal certification. Journal of Islamic Marketing, 17(5), 1901–1939. https://doi.org/10.1108/JIMA-03-2024-0107

Grewal, D., Hulland, J., Kopalle, P. K., & Karahanna, E. (2020). The future of technology and marketing: a multidisciplinary perspective. Journal of the Academy of Marketing Science, 48(1), 1–8. https://doi.org/10.1007/s11747-019-00711-4

Han, M. S., Zhang, Y., & Liu, C. (2025). How do two facets of social media interaction shape waste sorting behaviour? Empirical evidence from Beijing, China. Technological Forecasting and Social Change, 210, 123850. https://doi.org/10.1016/j.techfore.2024.123850

Hanifasari, D., Masudin, I., Zulfikarijah, F., Rumijati, A., & Restuputri, D. P. (2024). Millennial generation awareness of halal supply chain knowledge toward purchase intention for halal meat products: empirical evidence in Indonesia. Journal of Islamic Marketing, 15(7), 1847–1885. https://doi.org/10.1108/JIMA-01-2023-0012

Hanita, M., Bangso, F. D., & Aprian, M. (2024). Beyond attraction: Unveiling Bali’s cultural community’s role in bolstering tourism resilience amidst the COVID-19 pandemic. Journal of Destination Marketing & Management, 34, 100953. https://doi.org/10.1016/j.jdmm.2024.100953

Hati, S. R. H., Fenitra, R. M., Masood, A., Setyowardhani, H., Abdul Rahim, A., & Sumarwan, U. (2025). Looking at the beauty of halal through the stimulus-organism-response model and gender perspectives: the case of Indonesian Muslim. Journal of Islamic Marketing, 16(9), 2465–2488. https://doi.org/10.1108/JIMA-12-2023-0424

Hudaefi, F. A., & Beik, I. S. (2021). Digital zakāh campaign in time of Covid-19 pandemic in Indonesia: a netnographic study. Journal of Islamic Marketing, 12(3), 498–517. https://doi.org/10.1108/JIMA-09-2020-0299

Juhaidi, A., Hartini, S., Hidayati, N., Fadillah, R., Ranti, M. G., Fitria, A., Badrian, Salamah, Mahmudah, Ma’ruf, H., Saputri, R. A., Suriagiri, Huriyah, & Rahmi, N. (2026). From scandal to redemption: Exploring word-of-mouth effects on professor brand equity in Indonesia. Social Sciences & Humanities Open, 13, 102371. https://doi.org/10.1016/j.ssaho.2025.102371

Junaidi, J., Dewi, R., & Rahmawati, R. (2026). Religiosity’s role in Islamic bank consumers’ ethics, materialism and social responsibility (CnSR): a divine command theory (DCT) perspective. Journal of Islamic Marketing, 17(1), 303–323. https://doi.org/10.1108/JIMA-01-2024-0001

Karyani, E., Geraldina, I., Haque, M. G., & Zahir, A. (2024). Intention to adopt a blockchain-based halal certification: Indonesia consumers and regulatory perspective. Journal of Islamic Marketing, 15(7), 1766–1782. https://doi.org/10.1108/JIMA-03-2023-0069

Khan, I. M., Sahadev, S., Rashid, T., & Banerjee, S. (2022). Social media and empowerment in hospitality and tourism decision-making: A study among UK Muslim women. International Journal of Hospitality Management, 101, 103125. https://doi.org/10.1016/j.ijhm.2021.103125

Kurniasari, F., Lestari, E. D., Muslim, N. A., & Mohd Ali, M. A. (2026). From knowledge to prosperity: Financial literacy driving women entrepreneur led-small medium enterprises through technology innovation. Social Sciences & Humanities Open, 13, 102443. https://doi.org/10.1016/j.ssaho.2026.102443

Mady, K., Salaheldeen, M., Refaat, H., & Battour, M. (2025). The impact of social media on consumer boycotts: Mediating roles of animosity, behavioral control, and efficacy. Social Sciences & Humanities Open, 12, 102041. https://doi.org/10.1016/j.ssaho.2025.102041

Makri, K., Papadas, K., & Schlegelmilch, B. B. (2021a). Global social networking sites and global identity: A three-country study. Journal of Business Research, 130, 482–492. https://doi.org/10.1016/j.jbusres.2019.11.065

Makri, K., Papadas, K., & Schlegelmilch, B. B. (2021b). Global social networking sites and global identity: A three-country study. Journal of Business Research, 130, 482–492. https://doi.org/10.1016/j.jbusres.2019.11.065

Mohammed, A. B., Al-Okaily, M., Qasim, D., Ur Rehman, S., & Abdalla, L. (2025). Digital activism and public opinion: understanding the role of social media during the Gaza Conflict. Journal of Islamic Marketing, 16(11), 3366–3393. https://doi.org/10.1108/JIMA-03-2024-0101

Muchtar, M., Rodoni, A., Amalia, E., & Warninda, T. D. (2025). The impact of the Indonesia–OIC countries ’ free trade agreement on the halal food sector: CGE analysis. Journal of Islamic Marketing, 16(2), 428–446. https://doi.org/10.1108/JIMA-03-2023-0075

Mursid, A., & Wu, C. H.-J. (2022). Customer participation, value co-creation and customer loyalty: evidence from Umrah travel agencies in Indonesia. Journal of Islamic Marketing, 13(3), 628–648. https://doi.org/10.1108/JIMA-06-2020-0190

Nopriadi, S., & Yuliana, L. (2026). Strategi Social Network Marketing dan Dampaknya Terhadap Consumer Engagement dan Purchase Intention (Studi Kasus Sektor Properti di Indonesia). Jurnal Ilmiah Global Education, 7(1), 571–586. https://doi.org/10.55681/jige.v7i1.5085

Nouira, O., & Ayari, S. (2024). Muslims’ reluctance to social media campaigns about organ donation: an exploratory study. Journal of Islamic Marketing, 15(7), 1706–1721. https://doi.org/10.1108/JIMA-10-2022-0289

Ozdemir, S., Gupta, S., Bebek, G., Verma, D. S., & Shin, M. M. (2026). Decentralization through capabilities in human centred technology and engaging social media content: Implications for social inclusion. Technological Forecasting and Social Change, 227, 124641. https://doi.org/10.1016/j.techfore.2026.124641

Pahrudin, P., Liu, L.-W., Caraka, R. E., Gustina, A., Yunikawati, N. A., Gio, P. U., & Tsai, C.-Y. (2026). Does the entrepreneurship environment in higher education give entrepreneurial intent to start a Business? Evidence from universities in Indonesia. The International Journal of Management Education, 24(2), 101381. https://doi.org/10.1016/j.ijme.2026.101381

Pangarkar, A., Patel, J., & Kumar, S. K. (2023). Drivers of eWOM engagement on social media for luxury consumers: Analysis, implications, and future research directions. Journal of Retailing and Consumer Services, 74, 103410. https://doi.org/10.1016/j.jretconser.2023.103410

Payne, A., & Frow, P. (2017). Relationship marketing: looking backwards towards the future. Journal of Services Marketing, 31(1), 11–15. https://doi.org/10.1108/JSM-11-2016-0380

Poan, R., Merizka, V. E., & Komalasari, F. (2022). The importance of trust factor in the intentions to purchase Islamic insurance ( takaful ) in Indonesia. Journal of Islamic Marketing, 13(12), 2630–2648. https://doi.org/10.1108/JIMA-01-2021-0026

Prasojo, P., Muhfiatun, M., Syarifah, L., & Rosman, R. (2025). Conformity of Indonesian Islamic bank CSR practices with maqashid shariah rules. Journal of Islamic Marketing, 16(9), 2596–2616. https://doi.org/10.1108/JIMA-01-2024-0047

Pratiwi, I., Elizabeth, R., Fatari, Basrowi, & Nuryanto, U. W. (2025). Assessing pricing, distribution, and warehousing strategies in influencing consumer demand and purchase decisions: Evidence from Indonesia. Social Sciences & Humanities Open, 12, 101688. https://doi.org/10.1016/j.ssaho.2025.101688

Pusparini, M. D., Bonang, D., Virgiawan, R., Sukmana, R., Lahuri, S. bin, & Fedro, A. (2025). Does religiosity affect green entrepreneurial intention? Case study in Indonesia. Journal of Islamic Marketing, 16(2), 548–575. https://doi.org/10.1108/JIMA-12-2023-0419

Ratnasari, R. T., Prajasari, A. C., & Kassim, S. (2023). Does religious knowledge level affect brand association and purchase intention of luxury cars? Case of the Lexus cars in Indonesia. Journal of Islamic Marketing, 14(4), 988–1006. https://doi.org/10.1108/JIMA-01-2020-0004

Razak, S., Syahabuddin, S., & Raking, J. (2026). Assessing social impact in halal business practices: a maslahah-oriented framework for sustainable development. Journal of Islamic Marketing, 17(3), 898–922. https://doi.org/10.1108/JIMA-10-2024-0450

Rofiqo, A. (2026). Determinants of compliance to pay zakāt: an experience during the COVID-19 in Indonesia. Journal of Islamic Marketing, 17(3), 793–813. https://doi.org/10.1108/JIMA-04-2023-0127

Saputro, E. P., Setyaningrum, D. P., & Febriyanto, A. (2025). Understanding Generation Z Muslims in Indonesia to switching intention to buy green products: a stimulus-organism-response approach. Journal of Islamic Marketing, 16(9), 2617–2640. https://doi.org/10.1108/JIMA-02-2024-0083

Sembada, A. Y., & Koay, K. Y. (2021). How perceived behavioral control affects trust to purchase in social media stores. Journal of Business Research, 130, 574–582. https://doi.org/10.1016/j.jbusres.2019.09.028

Siddiq, I., Javernick-Will, A., & Kelly, K. (2025). Post-disaster in-situ aid: factors associated with housing beneficiaries’ perceived long-term recovery. International Journal of Disaster Risk Reduction, 127, 105653. https://doi.org/10.1016/j.ijdrr.2025.105653

Silalahi, S. A. F., Fachrurazi, F., & Fahham, A. M. (2022). Factors affecting intention to adopt halal practices: case study of Indonesian small and medium enterprises. Journal of Islamic Marketing, 13(6), 1244–1263. https://doi.org/10.1108/JIMA-05-2020-0152

Suandi, E., Wahyudi, H., Yoda, T. C., & Reswita, Y. (2025). The influence of Islamic corporate social responsibility implementation and marketing on Islamic bank performance moderated by community religious commitment. Journal of Islamic Marketing, 16(4), 1209–1228. https://doi.org/10.1108/JIMA-08-2023-0247

Suhartanto, D., Syarief, M. E., Chandra Nugraha, A., Suhaeni, T., Masthura, A., & Amin, H. (2022). Millennial loyalty towards artificial intelligence-enabled mobile banking: evidence from Indonesian Islamic banks. Journal of Islamic Marketing, 13(9), 1958–1972. https://doi.org/10.1108/JIMA-12-2020-0380

Supriani, I., Ninglasari, S. Y., & Iswati, S. (2025). How social media influencers form Muslim consumers’ halal cosmetics purchase intention: religiosity concern. Journal of Islamic Marketing, 16(2), 502–525. https://doi.org/10.1108/JIMA-02-2024-0085

Susanto, D., & Izazi, Z. Z. (2024). Analisis Strategi Pemasaran Dengan Media Sosial Marketing Pada Penjualan Properti di Brighton Real Estate. Jurnal Ekonomi, Pendidikan Dan Pengabdian Masyarakat, 1(3), 69–74. https://doi.org/10.63200/jependimas.v1i3.27

Susiang, M. I. N., Siswanti, I., Permana, D., & Wibowo, M. W. (2026). Effects of competitive intelligence and halal integrity on Halalan Tayyiban implementation strategy in Indonesian MSMEs: the mediating role of halal orientation strategy. Journal of Islamic Marketing, 17(2), 753–771. https://doi.org/10.1108/JIMA-10-2023-0344

Taecharungroj, V., & Pattaratanakun, A. (2023). Responding to an unprecedented shock , Elucidating how 113 DMOs changed the marketing communications on Twitter during the COVID-19 crisis. Journal of Destination Marketing & Management, 30, 100819. https://doi.org/10.1016/j.jdmm.2023.100819

Taufik Syamlan, Y., Wahyuni, S., Heruwasto, I., & Hamsal, M. (2026). Exploring sharia compliance parameters in marketing to foster innovation and collaboration within Islamic finance. Journal of Islamic Marketing, 17(1), 96–136. https://doi.org/10.1108/JIMA-04-2024-0172

Timur, Y. P., Ridlwan, A. A., Suryaningsih, S. A., Fikriyah, K., Susilowati, F. D., & Rofiqo, A. (2025). Exploring tourist switching intention to halal tourism with the push-pull-mooring theory. Journal of Islamic Marketing, 16(8), 2347–2371. https://doi.org/10.1108/JIMA-09-2024-0415

Usman, H., Projo, N. W. K., Chairy, C., & Haque, M. G. (2022). The exploration role of Sharia compliance in technology acceptance model for e-banking (case: Islamic bank in Indonesia). Journal of Islamic Marketing, 13(5), 1089–1110. https://doi.org/10.1108/JIMA-08-2020-0230

Wahyudin, N., Berakon, I., Yanto, Y., & Munir, M. (2026). Indonesia’s halal tourism image: insights from cognitive, affective and conative dimensions. Journal of Islamic Marketing, 17(3), 814–833. https://doi.org/10.1108/JIMA-07-2024-0270

Wibowo, M. W., Putri, A. L. S., Hanafiah, A., Permana, D., & Sh Ahmad, F. (2022). How education level polarizes halal food purchase decision of Indonesian millennials. Journal of Islamic Marketing, 13(12), 2582–2610. https://doi.org/10.1108/JIMA-10-2020-0323

Yudha, A. T. R. C., Atiya, N., Faidah, A. R., Febriyanti, N., & Masrufah, N. (2025). Maslahah value optimization in exploring Muslim consumption behavior: a study of impulse buying on e­wallet users in East Java, Indonesia. Journal of Islamic Marketing, 16(9), 2514–2542. https://doi.org/10.1108/JIMA-03-2024-0118

Zakiy, M., & As’ad, S. (2026). Forging loyalty in Indonesia’s Islamic banking: a comprehensive examination of service quality, switching costs and diverse causal factors. Journal of Islamic Marketing, 17(4), 1229–1254. https://doi.org/10.1108/JIMA-04-2021-0107

Published
2026-05-28
How to Cite
Mutohar, M., & Pasaribu, F. (2026). Platform Capitalism and Uneven Digital Transformation: Organizational Constraints in Social Media–Based Property Marketing in Indonesia. Baileo: Jurnal Sosial Humaniora, 3(3), 849-865. https://doi.org/10.30598/baileofisipvol3iss3pp849-865