AI in marketing, consumer research and psychology: A systematic literature review and research agenda

MM Mariani, R Perez‐Vega, J Wirtz - Psychology & Marketing, 2022 - Wiley Online Library
This study is the first to provide an integrated view on the body of knowledge of artificial
intelligence (AI) published in the marketing, consumer research, and psychology literature …

Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda

M Mustak, J Salminen, L Plé, J Wirtz - Journal of Business Research, 2021 - Elsevier
The rapid advancement of artificial intelligence (AI) offers exciting opportunities for
marketing practice and academic research. In this study, through the application of natural …

Using GPT for market research

J Brand, A Israeli, D Ngwe - Harvard business school marketing …, 2023 - papers.ssrn.com
Large language models (LLMs) have quickly become popular as labor-augmenting tools for
programming, writing, and many other processes that benefit from quick text generation. In …

[HTML][HTML] Mining the text of online consumer reviews to analyze brand image and brand positioning

M Alzate, M Arce-Urriza, J Cebollada - Journal of Retailing and Consumer …, 2022 - Elsevier
The growth of the Internet has led to massive availability of online consumer reviews. So far,
papers studying online reviews have mainly analysed how non-textual features, such as …

Machine learning and AI in marketing–Connecting computing power to human insights

L Ma, B Sun - International Journal of Research in Marketing, 2020 - Elsevier
Artificial intelligence (AI) agents driven by machine learning algorithms are rapidly
transforming the business world, generating heightened interest from researchers. In this …

Sentiment analysis in the age of generative AI

JO Krugmann, J Hartmann - Customer Needs and Solutions, 2024 - Springer
In the rapidly advancing age of Generative AI, Large Language Models (LLMs) such as
ChatGPT stand at the forefront of disrupting marketing practice and research. This paper …

Is a picture worth a thousand words? An empirical study of image content and social media engagement

Y Li, Y **e - Journal of marketing research, 2020 - journals.sagepub.com
Are social media posts with pictures more popular than those without? Why do pictures with
certain characteristics induce higher engagement than some other pictures? Using data sets …

Past, present, and future of electronic word of mouth (EWOM)

S Verma, N Yadav - Journal of Interactive Marketing, 2021 - journals.sagepub.com
Communication platforms are undergoing a transition from physical to digital spaces. The
Internet has radically changed the business scenario wherein people have become the …

Uniting the tribes: Using text for marketing insight

J Berger, A Humphreys, S Ludwig… - Journal of …, 2020 - journals.sagepub.com
Words are part of almost every marketplace interaction. Online reviews, customer service
calls, press releases, marketing communications, and other interactions create a wealth of …

Branding in a hyperconnected world: Refocusing theories and rethinking boundaries

V Swaminathan, A Sorescu… - Journal of …, 2020 - journals.sagepub.com
Technological advances have resulted in a hyperconnected world, requiring a
reassessment of branding research from the perspectives of firms, consumers, and society …