SSI benefits are not taxable but you must report all sources of income and resources to the Social Security Administration if you receive SSI payments. SSI does not need to be reported as income to the IRS. The reason you must report your income to the SSA is so that they can monitor your eligibility to receive SSI benefits. If you exceed the income threshold you may stop receiving benefits.