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May 13, 2026Applied AI LettersOpen Access

Applications of Artificial Intelligence ( AI ) in Business Entrepreneurship and Start‐Ups: A Systematic Literature Review and Bibliometric Analysis

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Authors

PAPerfecto G. AquinoMKMohan KumarMYMohit Yadav

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Overview

Systematic literature review identifies AI's trends and impacts on entrepreneurship, indicating applications in marketing, product development, and decision-making.

Key Points

  • This research investigates how artificial intelligence is applied in entrepreneurship and its evolving trends.
  • Conducted a systematic literature review using the SPAR-4-SLR protocol.
  • Analyzed 245 peer-reviewed articles from the Scopus database.
  • Utilized Biblioshiny and VOSviewer for performance analysis and science mapping.
  • Found significant growth in AI research output since 2018.
  • Identified major AI applications in marketing, product development, and strategic decision-making.
  • Highlighted barriers to AI adoption include data quality issues and lack of resources.

Cite This Study

Aquino et al. (2026) studied this question.

synapsesocial.com/papers/6a03cbe01c527af8f1ecfa37https://doi.org/10.1002/ail2.70031
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