Overview
How consumers perceive AI-driven recommendations, chatbots, and personalization in retail and e-commerce experiences.
What This Research Covers
- Trust in AI-generated recommendations
- Chatbot satisfaction scores
- Willingness to share data for personalization
- Generational differences in AI trust
Methodology
Online panel survey, nationally representative by age, gender, and region.
Research Details
- Research period
- February 2026 – March 2026
- Geography
- United States & United Kingdom
- Sample size
- 2,050 consumers
- Pages
- 58
- Format
- License
- Single User — Online Download
- Publication date
- May 2, 2026
About the Researcher
Clearfield Insights specializes in consumer behavior and retail research, running large-scale panels across US and EU markets.
View Researcher ProfilePricing
Prices in USD.
58 pages · PDF
Published May 2, 2026
United States & United Kingdom
Research conducted by Clearfield Insights. Distributed by MarketKloud.
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