If an organism does not have membrane bound organelles, what is it called?

Organisms without membrane bound organelles like bacteria are called prokaryotes.

They are single celled organisms without a true nucleus.

Eukaryotes are multicellular organisms like the kingdoms animalia and plantae with membrane bound organelles and a true nucleus.