Police released video of the suspects running away after the attack, which happened Monday afternoon on 15th Street and Pritchard Square.
Investigators say one of the men asked the 84-year-old victim if he could check the plumbing in her house. They went to her basement, where she was attacked by a second suspect.
The suspects made off with cash.
The victim is in the hospital in stable condition.