You want to avoid that happening at all costs! Think of mystery shopping as an acting role: you're not really "you" , but rather someone that could be an everyday customer at the store. If you're outed as a mystery shopper before you've finished gathering the required information, it could invalidate the entire job - and you won't get paid.