I am testing a personalized recommendations on a website and I see the recommendations are not showing up all the time. i.e, For eg: I can see the RecommendationA in the morning, but if I check for the RecommendationA again after sometime, it is not showing up.
As per me it cannot be data issue as it has already showed me the recommendation once, it should recommend again after sometime too.