Everton finished the first half down a man after Richarlison was sent off for a petulant flick of the head at Adam Smith, but the AFC Bournemouth fullback got his comeuppance later getting a red card himself for pulling down Theo Walcott.
In between though, Walcott put the Blues up in the second half with an excellently taken goal.
Minutes after that, Smith got sent off and with both teams on ten men, Everton pulled out another trick play from the training ground off a freekick.
The good times for the away side at the Vitality Stadium was not to last however, with Bournemouth immediately turning it up after the Blues second goal. The ten minute phase after that allowed the Cherries to grab two goals and tied it up with about ten minutes to go.
The game ended poorly for Keane however, with the player appearing to be knocked unconscious late on after a clash of heads with teammate Idrissa Gueye.