AI Empathy in Agentic Commerce

When a machine understands you, do you buy differently?

We study how empathy in AI shopping agents influences consumer trust, product choice, decision satisfaction, and reliance. Our experiments examine when empathic AI helps, or inappropriately influences, consumers across functional, hedonic, mass-market, luxury, low-involvement, and high-involvement purchases.

About the programme

Two hands paying on a smartphone, drawn in small squares

We study how AI empathy shapes consumer decision-making as shopping becomes agentic, delegated to AI assistants that search, compare, and recommend on our behalf.

Our experiments map the boundaries of empathy's power: when consumers rely on empathic AI for decision support, when machines outperform humans at emotional connection, and how empathy's effects shift across product worlds: functional versus experiential, mass versus luxury, low versus high involvement.

The goal is a precise map of where empathy moves the consumer, and where it leaves them unmoved.

Working paperSSRN

The Right Time for AI Empathy in Voice Commerce: Attribution Processes and Product Category Shape Decision Satisfaction

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Related publications

2024Journal of Business Research, 175, 114566Empathic voice assistants: Enhancing consumer responses in voice commerceMari, A., Mandelli, A., & Algesheimer, R.

Related explainers

DefinitionWhat is AI empathy?A machine’s ability to recognize how someone feels, understand why, and respond in a way that helps.
EthicsWhen does AI persuasion become manipulation?Persuasion works through reasons people can weigh. Manipulation works around them. Five questions that tell the two apart.