Surveillance video from the incident on April 21 shows the men scoping out a home in the 4600 block of Boudinot Street around 5:30 p.m.
Police say the two men went inside through a back door and pointed a gun at the two women inside.
The victims gave the men a purse, a cell phone and $200 before the suspects left.
Anyone with information is asked to contact police.
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