Officers were called to the 3400 block of Hartville Street early Wednesday afternoon for a welfare check.
Action News was told the request was made by a family member.
Police found the bodies inside the home around 1:20 p.m.
Both victims were pronounced dead at the scene. Their names have not been released.
Investigators haven't confirmed when the shootings occurred, but sources tell Action News that surveillance video from Sunday captures the sound of shotgun blasts.
Initial examination of the scene has led investigators to believe that this was a murder-suicide.
Sources say the weapon, a shotgun, was found next to the deceased.