Where do synthetic respondents take consumer research?

For more than a century, the fundamental approach to consumer research has remained largely unchanged: insights are derived from observing and interviewing people in their various roles. In consumer research, this primarily refers to the role of current or potential consumers. The rapid development of large language models, LLM-based chatbots and generative AI, which has been gaining momentum since 2022, has already begun to transform numerous stages of the consumer and market research value chain. However, we are now on the cusp of a shift in the research paradigm: human subjects are being replaced by artificially generated subjects. This presentation highlights various use cases for generative AI in consumer research and offers a look ahead.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-17
DOI
https://doi.org/10.5281/zenodo.19629966
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
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article

Where do synthetic respondents take consumer research?

Dirk Schmücker
Zenodo (CERN European Organization for Nuclear Research)
AI in Service Interactions
article

Where do synthetic respondents take consumer research?

Dirk Schmücker
article en

Abstract

For more than a century, the fundamental approach to consumer research has remained largely unchanged: insights are derived from observing and interviewing people in their various roles. In consumer research, this primarily refers to the role of current or potential consumers. The rapid development of large language models, LLM-based chatbots and generative AI, which has been gaining momentum since 2022, has already begun to transform numerous stages of the consumer and market research value chain. However, we are now on the cusp of a shift in the research paradigm: human subjects are being replaced by artificially generated subjects. This presentation highlights various use cases for generative AI in consumer research and offers a look ahead.

Zenodo (CERN European Organization for Nuclear Research)
Institut für Angewandte Verkehrs- und Tourismusforschung (Germany) (DE)
Openalex Percentile: Top 9%
AI in Service Interactions
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Where do synthetic respondents take consumer research? — Dirk Schmücker · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS