This article shows that relationships between customer and supplier rms can be used to forecast the way suppliers returns will go. This paper also shows that dierent techniques are possible to exploit this phenomenon. Combining a risk parity approach and information on the customer, namely the share of sales, result in abnormal returns of 1.355%