AI in International Marketing: How Digital Service Firms Standardize and Adapt Marketing Across Borders

dc.contributor.authorOjala, Arto
dc.contributor.authorMudiyanse, Thilini
dc.contributor.authorFraccastoro, Sara
dc.contributor.authorGabrielsson, Mika
dc.contributor.editorBui, Tung X.
dc.contributor.orcidhttps://orcid.org/0000-0002-3276-6348
dc.date.accessioned2026-03-06T07:55:10Z
dc.date.issued2026
dc.description.abstractThis study explores how digital service firms apply Artificial Intelligence (AI) in their international marketing efforts. Specifically, we examine how these firms use mechanical, thinking, and feeling AI to standardize, adapt, and personalize their international marketing to international customers. Based on a qualitative multiple-case study, including five Finnish digital service firms, we find that mechanical AI helps different marketing processes related to standardization of marketing mix elements. Thinking AI, commonly used together with mechanical AI, is applied to facilitate the adaptation of product, promotion, and pricing strategies for foreign markets and customers. Feeling AI is applied to personalize the marketing offer based on individual customer needs. Based on these findings, we suggest three propositions that advance research on this topic, and which indicate how each type of AI relates to different stages of the marketing process and various marketing mix elements. This study contributes to research and practice in international marketing by offering a detailed view of how digital service firms apply AI in in their global marketing efforts.en
dc.description.notification© Authors. CC BY-NC-ND 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/)
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|
dc.format.pagerange990-999
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/19917
dc.identifier.urnURN:NBN:fi-fe2026030618323
dc.language.isoen
dc.publisherUniversity of Hawaii
dc.relation.conferenceHawaii International Conference on System Sciences
dc.relation.isbn978-0-9981331-9-5
dc.relation.ispartofProceedings of the 59th Hawaii International Conference on System Sciences
dc.relation.ispartofjournalProceedings of the annual Hawaii international conference on system sciences
dc.relation.issn2572-6862
dc.relation.issn1530-1605
dc.relation.urlhttps://hdl.handle.net/10125/111513
dc.relation.urlhttps://urn.fi/URN:NBN:fi-fe2026030618323
dc.rightshttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.source.identifier5b1a7dbb-49b3-4c98-a263-ad57d146bfa5
dc.source.metadataSoleCRIS
dc.subjectArtificial Intelligence (AI)
dc.subjectDigital Service Firms
dc.subjectInternational Marketing
dc.subjectStandardization
dc.subjectAdaptation
dc.subjectPersonalization
dc.subject.disciplinefi=Kansainvälinen liiketoiminta|en=International Business|
dc.subject.disciplinefi=Kansainvälinen liiketoiminta|en=International Business|
dc.titleAI in International Marketing: How Digital Service Firms Standardize and Adapt Marketing Across Borders
dc.type.okmfi=A4 Vertaisarvioitu artikkeli konferenssijulkaisussa|en=A4 Article in conference proceedings (peer-reviewed)|
dc.type.publicationarticle
dc.type.versionpublishedVersion

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