# How speaking versus writing to conversational agents shapes consumers’ choice and choice satisfaction

> Research article (Journal of the Academy of Marketing Science, 2023) · cited 35× · AI/ML

**Wikidata**: [openalex:W4389200521](https://www.wikidata.org/wiki/openalex:W4389200521)  
**Source**: https://4ort.xyz/entity/how-speaking-versus-writing-to-conversational-agents-shapes-consumers-choice-and-choice-satisfaction
