Do I have this right?
C Corps pay individual income taxes.
Which means the owners pay the taxes on the profits.
These individual incomes would be considered Capital Gains, and taxed accordingly.

No the income is not a capital gain as the owner is entitled to the income and therefore is regarded as personal income by the taxing authority