"We're doing a thorough forensic scene examination," Mr Sears said. "We've had detectives and scientists there. We're looking to establish a link with Mr Stevens and that address, or to ascertain if something has happened at that address."
Mr Sears said police would focus on examining the Oxford Terrace address and several cars possibly connected to the homicide. Police would also interview Mr Stevens' friends and associates.
"We've spent a lot of time with the family. They're helping us a great deal. They're obviously very upset and it's difficult for them but they're assisting us greatly with his movements in recent times and his associates, and any issues he [might have had]."
Mr Sears said police were keeping an open mind about various facets of the homicide.
"We're yet to decide or determine whether the vehicle was the scene of the attack. It may be that he was attacked in another location."
Mr Sears had worked as a painter but was looking to change professions, Mr Sears said.
Police still wanted to hear from anyone who had seen Mr Stevens' Toyota Corolla, registration number RZ1852, after 10.30pm on Thursday.
Mr Sears encouraged anybody with possibly useful information, including those who had taken to social media to share their thoughts, to contact police.
Members of the public could call 04 381 2000 and ask for the Operation Vintage investigation team, or provide information anonymously through Crimestoppers on 0800 555 111.