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Artificial Intelligence Driven Marketing Analytics Capability and Sustainability Positioning in B2B Firms: A Review and Future Research Direction

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  • Shahin Akther
  • Muhammad Sabbir Rahman

Abstract

This study explores how artificial intelligence (AI)-driven marketing analytics can enhance sustainability positioning (SP) in B2B firms by enabling green service innovation (GSI). Despite its potential, many firms struggle to leverage these capabilities due to a lack of techno-driven culture, which negatively impacts environmental and social performance. Using a systematic literature review (SLR) and the Theory, Context, Characteristics, Methodology (TCCM) framework, the study identifies three key themes: (a) creating a data- and AI-centric organizational culture, (b) aligning marketing analytics with sustainability communication and (c) identifying green innovation opportunities. This work offers insights for advancing AI-centric organizational practices in emerging B2B contexts.

Suggested Citation

  • Shahin Akther & Muhammad Sabbir Rahman, 2025. "Artificial Intelligence Driven Marketing Analytics Capability and Sustainability Positioning in B2B Firms: A Review and Future Research Direction," Paradigm, , vol. 29(2), pages 123-141, December.
  • Handle: RePEc:sae:padigm:v:29:y:2025:i:2:p:123-141
    DOI: 10.1177/09718907251379055
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    1. Marina Johnson & Rashmi Jain & Peggy Brennan-Tonetta & Ethne Swartz & Deborah Silver & Jessica Paolini & Stanislav Mamonov & Chelsey Hill, 2021. "Impact of Big Data and Artificial Intelligence on Industry: Developing a Workforce Roadmap for a Data Driven Economy," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 197-217, September.
    2. Kerry Dwan & Douglas G Altman & Juan A Arnaiz & Jill Bloom & An-Wen Chan & Eugenia Cronin & Evelyne Decullier & Philippa J Easterbrook & Erik Von Elm & Carrol Gamble & Davina Ghersi & John P A Ioannid, 2008. "Systematic Review of the Empirical Evidence of Study Publication Bias and Outcome Reporting Bias," PLOS ONE, Public Library of Science, vol. 3(8), pages 1-31, August.
    3. Hossain, Mohammad Rokibul & Akhter, Fahmida & Sultana, Mir Misnad, 2022. "SMEs in Covid-19 Crisis and Combating Strategies: A Systematic Literature Review (SLR) and A Case from Emerging Economy," Operations Research Perspectives, Elsevier, vol. 9(C).
    4. Alain Patience Ihimbazwe Ndanguza, 2025. "Managerial Competence in Integrating Industry 4.0 with Corporate Social Responsibility for Enhanced Safety Culture in Manufacturing," Sustainability, MDPI, vol. 17(10), pages 1-19, May.
    5. Luigi M. De Luca & Dennis Herhausen & Gabriele Troilo & Andrea Rossi, 2021. "How and when do big data investments pay off? The role of marketing affordances and service innovation," Journal of the Academy of Marketing Science, Springer, vol. 49(4), pages 790-810, July.
    6. Alan Murray & Keith Skene & Kathryn Haynes, 2017. "The Circular Economy: An Interdisciplinary Exploration of the Concept and Application in a Global Context," Journal of Business Ethics, Springer, vol. 140(3), pages 369-380, February.
    7. Jiao, Anqi & Lu, Juntai & Ren, Honglin & Wei, Jia, 2024. "The role of AI capabilities in environmental management: Evidence from USA firms," Energy Economics, Elsevier, vol. 134(C).
    8. Emmanuel Ahatsi & Oludolapo Akanni Olanrewaju, 2025. "Enhancing Humanitarian Supply Chain Resilience: Evaluating Artificial Intelligence and Big Data Analytics in Two Nations," Logistics, MDPI, vol. 9(2), pages 1-28, May.
    9. Fabrice Lumineau & Nuno Oliveira, 2020. "Reinvigorating the Study of Opportunism in Supply Chain Management," Journal of Supply Chain Management, Institute for Supply Management, vol. 56(1), pages 73-87, January.
    10. Rosa Maria Dangelico & Devashish Pujari & Pierpaolo Pontrandolfo, 2017. "Green Product Innovation in Manufacturing Firms: A Sustainability‐Oriented Dynamic Capability Perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 26(4), pages 490-506, May.
    11. Guanyan Lu & Bingxiang Li, 2025. "Artificial Intelligence and Green Collaborative Innovation: An Empirical Investigation Based on a High-Dimensional Fixed Effects Model," Sustainability, MDPI, vol. 17(9), pages 1-41, May.
    12. Sascha Kraus & Matthias Breier & Sonia Dasí-Rodríguez, 2020. "The art of crafting a systematic literature review in entrepreneurship research," International Entrepreneurship and Management Journal, Springer, vol. 16(3), pages 1023-1042, September.
    13. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    14. Upadhyay, Parijat & Kumar, Anup, 2020. "The intermediating role of organizational culture and internal analytical knowledge between the capability of big data analytics and a firm’s performance," International Journal of Information Management, Elsevier, vol. 52(C).
    15. Carmen Isensee & Kai-Michael Griese & Frank Teuteberg, 2021. "Sustainable artificial intelligence: A corporate culture perspective [Sustainable artificial intelligence: Eine unternehmenskulturelle Perspektive]," Sustainability Nexus Forum, Springer, vol. 29(3), pages 217-230, December.
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