The correct response is: The corporation is taxed, and then shareholders are additionally taxed.
In a corporation, profits are taxed at the corporate level, and then when those profits are distributed to shareholders as dividends, shareholders also pay taxes on those dividends (this is often referred to as "double taxation"). In contrast, sole proprietorships and partnerships have pass-through taxation, meaning the income is only taxed at the individual owners' tax rates.