Full name, including any nicknames or maiden names, is the most critical identifier, while age, date of birth, and schools attended help narrow the search field significantly.  Current and past addresses, along with phone numbers and email addresses, provide direct geographic and contact anchors, as social media profiles often reveal recent activities and locations.  Additionally, associations with family members, employers, or local organizations can uncover indirect leads through shared records or directory listings.