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Forbes
forbes.com › forbes homepage › innovation › enterprise tech
10 Ways AI And Machine Learning Are Improving Marketing In 2021
October 5, 2023 - AI and Customer Data Platforms ... · 3. High-performing marketing teams are averaging seven different uses of AI and machine learning today and just over half (52%) plan on increasing their adoption this year....
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Marketing AI Institute
marketingaiinstitute.com › hubfs › 2021 State of Marketing AI.pdf pdf
2021 State of Marketing AI Report Presented by Drift and Marketing ...
Artificial intelligence is forecasted to have trillions of dollars of annual impact on · businesses and the economy, yet many marketers struggle to understand what it is ... But, AI possesses the power to change everything.
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Harvard Business Review
hbr.org › 2021 › 07 › how-to-design-an-ai-marketing-strategy
How to Design an AI Marketing Strategy
July 1, 2021 - In order to realize AI’s giant potential, CMOs need to have a good grasp of the various kinds of applications available and how they may evolve. This article guides marketing executives through the current state of AI and presents a framework that will help them classify their existing projects and plan the effective rollout of future ones.
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Marketing AI Institute
marketingaiinstitute.com › 2021-state-of-marketing-ai-report
2021 State of Marketing AI Report | Marketing AI Institute
But, lack of education and training is holding the industry back, with 70 percent of respondents identifying it as a barrier to adoption of AI in their marketing. This is just one of the key findings from the 2021 State of Marketing AI Report, released by Drift and Marketing AI Institute.
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Springer
link.springer.com › home › discover artificial intelligence › article
Application and practice of artificial intelligence in marketing strategy | Discover Artificial Intelligence
June 14, 2025 - By systematically comparing the strengths and weaknesses of AI and traditional marketing, this study contributes to the ongoing discourse on the intelligent transformation of marketing practices and their implications for consumer behavior and market competitiveness. When exploring the application and practice of artificial intelligence in marketing strategy, the existing literature provides a wide range of perspectives and in-depth analysis. Verma et al. (2021) revealed the importance of artificial intelligence in the field of marketing through a systematic literature review, pointed out futu
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Taylor & Francis Online
tandfonline.com › home › all journals › economics, finance & business › cogent business & management › list of issues › volume 11, issue 1 › artificial intelligence in marketing: ex ....
Full article: Artificial intelligence in marketing: exploring current and future trends
Hamm, P., & Klesel, M. (2021 Success factors for the adoption of artificial intelligence in organizations: A literature review [Paper presentation]. 27th Americas Conference on Information Systems (AMCIS). AIS Electronic Library. ... Han, R., Lam, H. K., Zhan, Y., Wang, Y., Dwivedi, Y. K., & Tan, H. K. (2021). Artificial Intelligence in business-tobusiness marketing: A bibliometric analysis of current research status, development and future directions.
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MobiDev
mobidev.biz › home › artificial intelligence in marketing: 10 use cases to boost your growth in 2026
Artificial Intelligence in Marketing: Boost the Growth in 2026
January 7, 2025 - According to Statista, the market for artificial intelligence (AI) in marketing is projected to reach more than $107.5 billion by 2028, up from $15.84 billion in 2021. At the front of the stage, generative AI will continue to advance and gain ...
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Harvard DCE
professional.dce.harvard.edu › home › ai will shape the future of marketing
AI Will Shape the Future of Marketing - Professional & Executive Development | Harvard DCE
April 14, 2025 - From chatbots to social media management to full-scale marketing campaigns and automation, artificial intelligence is changing the way marketers do their jobs. Routine tasks like writing copy, mining consumer data, and creating visuals that ...
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IBM
ibm.com › think › topics › ai-in-marketing
AI in Marketing | IBM
November 17, 2025 - With the increasing utility of generative AI, marketing departments use the technology to instantly create hyperpersonalized marketing materials, distill insights from customer data and iterate on existing marketing strategies.
Find elsewhere
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Sage Journals
journals.sagepub.com › doi › abs › 10.1177 › 18393349211037684
Artificial Intelligence (AI): Revolutionizing Digital Marketing - Patrick van Esch, J. Stewart Black, 2021
Machine learning and AI in marketing: Connecting computing power to human insights. International Journal of Research in Marketing, 37(3), 481–504. ... Maeng K., Kim J., Shin J. (2020). Demand forecasting for the 5G service market considering consumer preference and purchase delay behavior. Telematics and Informatics, 47, Article 101327. ... Mogaji E., Soetan T. O., Kieu T. A. (2021).
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Statista
statista.com › advertising & marketing › marketing
Top ways for using AI in marketing worldwide 2021-2022
A global survey in 2022 found out that 90 percent of marketing professionals across 35 countries were using artificial intelligence (AI) tools in order to automate customer interactions, compared to 88 percent in 2021.
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Sage Journals
journals.sagepub.com › doi › 10.1177 › 09711023241272308
Artificial Intelligence in Marketing: Two Decades Review - Richali Jain, Ajay Kumar, 2024
We have inferred the critical topics that have been covered in the AI marketing literature, presenting eight major themes that could be significant for marketers. Our focal point was the literature of the last 21 years (2000–2021) because, throughout this period, AI has grown widely and is accepted by marketers and users.
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INSEAD
insead.edu › faculty-research › publications › journal-articles › artificial-intelligence-ai-revolutionizing-digital
Artificial Intelligence (AI): Revolutionizing Digital Marketing
April 25, 2024 - van Esch P., Black S. (2021). Artificial Intelligence (AI): Revolutionizing Digital Marketing. Australasian Marketing Journal, 29(3), pp199-203. Journal Article ·
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ResearchGate
researchgate.net › publication › 383139894_The_Impact_of_Artificial_Intelligence_on_Digital_Marketing_Strategies
(PDF) The Impact of Artificial Intelligence on Digital Marketing Strategies
August 2, 2024 - This allows marketers · to segment their audience more effectively and deliver personalized content that is more likely to · engage and convert customers. For instance, AI algorithms can analyze user data from social media · platforms, websites, and purchase histories to predict individual preferences and recommend · products accordingly (Loureiro, Guerreiro, & Tussyadiah, 2021).
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Gartner
gartner.com › en › marketing › topics › ai-in-marketing
AI in Marketing: The Future of Smart Marketing | Gartner
August 22, 2024 - The ability to create original content, synthetic data, models of physical objects, and code to improve response time to customer engagement is providing breakthrough innovation opportunities for marketing. Generative AI learns from existing artifacts to generate new, realistic artifacts that reflect the characteristics of the training data without repeating them.
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ResearchGate
researchgate.net › publication › 378299093_The_Future_of_Marketing_The_Transformative_Power_of_Artificial_Intelligence
(PDF) The Future of Marketing: The Transformative Power of Artificial Intelligence
February 18, 2024 - This is crucial in marketing for tasks such as analyzing · customer feedback, automating customer service through chatbots, and generating natural-sounding speech for · content creation (X. Liu et al., 2021). AI utilizes predictive analytics to forecast future customer behaviors, market
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Ijournalse
ijournalse.org › index.php › ESJ › article › view › 2463
The Impact of Artificial Intelligence on Digital Marketing: Leveraging Potential in a Competitive Business Landscape | Emerging Science Journal
December 1, 2024 - The Use of Artificial Intelligence and Machine Learning in Digital Marketing in 2023: Trends and Insights. International Journal of Computer Applications, 184(51), 12–17. doi:10.5120/ijca2023922635. Arun Kumar, B.R. (2021). AI-Based Digital Marketing Strategies”A Review.
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Emerald Insight
emerald.com › insight › content › doi › 10.1108 › jkm-07-2023-0634 › full › html
Past, present and future of AI in marketing and knowledge management ...
2 weeks ago - Collectively, studies related to AI have portrayed a diverse and complex picture of AI within the rapidly changing marketing landscape (Huang and Rust, 2018, 2021a, 2021b; Verma et al., 2021).
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Statista
statista.com › advertising & marketing › marketing
Outcomes of AI-enabled marketing worldwide 2020 | Statista
https://www.statista.com/statistics/962630/impact-of-ai-enabled-marketing-on-business-outcomes-worldwide/ Drift. (2021). Business outcomes realized through the use of artificial intelligence (AI) according to marketers worldwide as of December 2020. Statista. Statista Inc..
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Springer
link.springer.com › home › journal of the academy of marketing science › article
How generative AI Is shaping the future of marketing | Journal of the Academy of Marketing Science
December 14, 2024 - In an influential series of papers, Huang and Rust (2021) parse analytical AI into mechanical AI, thinking AI, and feeling AI, contingent on the kind of insights it generates, and outline the marketing tasks for which each AI is most suited (Huang ...