This paper introduces Attribute Affinity Agent (AAA), an interactive user profiling and content recommendation agent that searches for relevant products from Amazon.com's inventory based on a user's demographics information. Each user's interests are represented by a list of concepts, derived from the ontology of the Open Mind Common sense Knowledge base. The concepts are then used to query Amazon for relevant products. The search results are then filtered using contextual keyword matching and recommended to the user.