The economic (consumer choice) problem that Priceonomics is aimed at solving is the "when to buy a product" problem. Plenty of products already exist to aid consumers with the "where to buy" and "what/which to buy" problems. This paper at Microsoft Research goes through the theory:

http://research.microsoft.com/apps/pubs/default.aspx?id=1483...