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Chatbots that speak local ways win shoppers' loyalty, a 303-consumer study finds
Study title: When chatbots speak local: cultural understanding as a driver of value co-creation
- Evidence type
- Survey
- Sample
- n = 303
- Sources
- 1 sourcePeer-reviewed
- Published
- 1 min read
- Truvace record
- TRV-2026-2647cite or check it
Study title: When chatbots speak local: cultural understanding as a driver of value co-creation
A peer-reviewed study in International Marketing Review found that online shoppers who felt a retailer's chatbot understood their culture saw the brand as more local. That perception was linked to a stronger sense of identification with the brand and to more value co-creation behaviours.
Read the study abstract
Purpose This study investigates how chatbot cultural understanding shapes consumer responses in online retail, focusing on perceived brand localness, consumer–brand identification and value co-creation behaviors. Guided by social identity theory, the study also examines the moderating role of consumer ethnocentrism. Design/methodology/approach This study employs a sequential mixed-methods design. Study 1 involves 15 semi-structured interviews that explore consumer perceptions of culturally intelligent chatbots.…
The gain
In a field study of 303 online consumers of a cross-border e-retailer, chatbot cultural understanding raised perceived brand localness, which led to stronger brand identification and more value co-creation behaviours.
In brief
The work combined 15 semi-structured interviews with a field study of 303 consumers recruited online, analysed with structural equation modeling. It applies social identity theory to conversational AI, treating culturally attuned chatbots as cultural insiders.
The evidence comes from one cross-border e-retailer in a single collectivist emerging market, so the results apply to encounters where international retailers actively localise chatbot communication.
Main points
- The study used a sequential mixed-methods design: 15 semi-structured interviews followed by a field study.
- The field study covered 303 consumers recruited online and used structural equation modeling.
- Chatbot cultural understanding raised perceived brand localness.
- Perceived brand localness led to consumer–brand identification, which in turn led to value co-creation behaviours.
- Consumer ethnocentrism did not moderate the link between chatbot cultural understanding and perceived brand localness.
- Data came from a single cross-border e-retailer in one collectivist emerging market.
The full story
The researchers first interviewed 15 consumers about their perceptions of culturally intelligent chatbots, then tested a proposed model in a field study of 303 online-recruited consumers. They analysed responses with structural equation modeling.
The model ran in a chain: a chatbot's cultural understanding made the brand seem more local, that fostered consumer–brand identification, and identification was followed by value co-creation behaviours. Guided by social identity theory, the authors cast such chatbots as cultural insiders.
The authors also tested whether consumer ethnocentrism changed these links. It did not moderate the association between chatbot cultural understanding and perceived brand localness, nor the indirect association with value co-creation behaviours.
Sources
1 on file- International Marketing Reviewdoi:10.1108/imr-10-2025-0500
Talk it over
Who gets this benefit, and who was left out of the study or story?
Chatbots that speak local ways win shoppers' loyalty, a 303-consumer study findshttps://truvace.com/item/when-chatbots-speak-local-cultural-understanding-as-a-driver-of-value-co-creatio
Who gets this benefit, and who was left out of the study or story?
The gain In a field study of 303 online consumers of a cross-border e-retailer, chatbot cultural understanding raised perceived brand localness, which led to stronger brand identification and more value co-creation behaviours.
Answer in the threadHow do we know? What can this kind of evidence show, and what can’t it?
The evidence This rests on a survey with a sample of 303, from International Marketing Review.
Answer in the threadWhat does it leave open? What else would you want to know before acting on it?
The record’s own caveat The evidence is drawn from a single cross-border e-retailer operating in one collectivist emerging market, and the findings are bounded to encounters in which international retailers actively localize chatbot communication.
Answer in the threadHave you seen AI used this way where you study, work or live? Did it go the same way?
Answer in the thread
The questions are the same on every record. The details under them are taken from this record as written.
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