Companies have tremendous amounts of information available on competitors, resellers, and other players in the marketplace, but they must also use that data to gain insight into the customer as Pinterest did successfully in creating a scrapbooking site for shared pictures.
This way, the companies will know exactly what their customer wants and prepare accordingly.