The company they need to beat is AMD. AMD's integrated GPU's are thoroughly trouncing Intel's and are good enough for light gaming. Their weak integrated graphics hurt their core business of CPU sales.
They certainly want to compete in the discrete GPU space, but I think they should be much more scared of losing CPU market share.
They certainly want to compete in the discrete GPU space, but I think they should be much more scared of losing CPU market share.