In order to increase the multiplier, you will need to collect the 2X power-up. This will be something that is almost necessary to collect when you’re going for S-Ranks. So, like every other power-up, this is something that will naturally happen as you play through the levels.
This can be tracked in the Stats section of the Achievement Room accessible from the main menu.