Two of the birds were found at Ellwood Beach near Goleta. Three more birds were found on East Beach.
U.S. Coast Guard officials said one of their helicopters did a flyover, looking for a source to the oil.
There was nothing on land and no oil sheen on the water.
Wildlife officials are taking it very seriously. Two of the birds have already died.