This study sought to understand consumers’ thoughts and feelings about artificial intelligence in retail, leveraging two phases of research:

- Qualitative research: Detailed discussions with 100 consumers across four generations to provide rich context and the “whys” behind the data

- Quantitative research: A survey of 3,162 U.S. shoppers to understand and validate their differences by generation