articleScientific ReportsFeb 26, 2024GOLD OA

The potential of generative AI for personalized persuasion at scale

Columbia University · W.K. Kellogg Foundation · +1 more institution

PubMed
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Abstract

Matching the language or content of a message to the psychological profile of its recipient (known as "personalized persuasion") is widely considered to be one of the most effective messaging strategies. We demonstrate that the rapid advances in large language models (LLMs), like ChatGPT, could accelerate this influence by making personalized persuasion scalable. Across four studies (consisting of seven sub-studies; total N = 1788), we show that personalized messages crafted by ChatGPT exhibit significantly more influence than non-personalized messages. This was true across different domains of persuasion (e.g., marketing of consumer products, political appeals for climate action), psychological profiles…

Citation impact

197
total citations
FWCI
199.64
Percentile
100%
References
73
Citations per year

Authors

6

Topics & keywords

Keywords
  • Persuasion
  • Dimension (graph theory)
  • Matching (statistics)
  • Scale (ratio)
  • Politics
  • Computer science
  • Persuasive communication
  • Personalized medicine
UN Sustainable Development Goals
  • Climate action
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