Once I finish soaking up the oil, I just use cheap laundry detergent to clean the floor.

Spray with a hose to wet, dump some cheap detergent on, a few swipes with the broom and let it sit a few hours.

The floor will be clean after a rinse. This works surprisingly well on old stains on concrete driveways too.