Laurean's cousin says the Marine was spotted in Guadalajara,Mexico.
Laurean is charge in the murder of pregnant Marine Maria Lauterbach. For the first time, investigators have released pictures they took inside the suspect's home.
They believe the photos point to Laurean's attempt to possibly cover up the crime. One of the photos show a brown patch of paint in the garage of Laurean's home.
Investigators say the fresh paint seen in the picture was used to cover up some type of evidence.
Another picture shows several paint cans and other materials in the garage.
Laurean was born in Mexico.