Seeing Is Not Perceiving: When Synthetic Consumers Can and Cannot Pretest Visual Marketing.

arXiv:2609.25677v1 Announce Type: new Abstract: Marketers now deploy generative AI agents as synthetic consumers to pretest visual assets such as logos, packaging, and advertising at a fraction of human-panel cost. However, this procedure assumes that a model