Here are three substances that have a lower density than water:

1. Oil: Oil floats on water because it is less dense. This is why oil spills spread out on the surface of the ocean.

2. Wood: Many types of wood, like pine and balsa wood, float on water because they are less dense.

3. Air: Air is much less dense than water, which is why we can breathe and why hot air balloons can float.