Life insurance payouts are generally not taxable as income to beneficiaries. They receive the death benefit tax-free. However, if the policy accrues interest or the insurance is part of a larger estate that exceeds federal or state tax exemption limits, there may be tax implications. It’s advisable to consult a tax professional for specific cases.