It depends on the market. I wouldn't use this as your only tool to determine 'undervalued' though. I screen for companies in the bottom 50% of the PE of their industry group as different groups have different average P/Es. Bottom 50% price to book ratios as well. But make sure they have financial strength and a little bit of growth over the past 5 years or you might get stuck with a dying stock.