AI Regret Study
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Pace University · Marketing Research · Spring 2026

Online Shopping Experience Study

Help us understand how product recommendations shape your shopping decisions.

Anonymous5-7 minutesAcademic use only

By continuing, you consent to participate in this voluntary, anonymous research study conducted at Pace University. You must be 18+ and shop online at least monthly. You may exit at any time.

Conducted by Jash Shah under Prof. Vishal Lala