No, it is impossible to obtain a visa for Saudi Arabia without a passport. A passport is a crucial travel document that serves as proof of identity and nationality, and is usually required by consular authorities to issue a visa. If you are planning to travel to Saudi Arabia, you should first ensure that you have a valid passport that meets the requirements for validity and blank pages.