Because the medications you're seeing in salt forms have a higher bio-availability than, say, the base form or a different salt -- due to greater solubility in either water, or fat (lipids), or both.
Remember that you are made up of mostly water, and fat, so the more soluble something is in those, the faster you can absorb it.