What is a Mystery shopper? Mystery shoppers are people hired to shop, and evaluate various aspects of the store they are shopping in. They might also be hired to check out the food and service at a restaurant or other service based business. An essential part of their job is to appear just like a regular customer. After they leave, they write a report or answer questions about their experience.