What is the difference between seaweed, kelp and algae? Seaweed is a plant that grows in the sea. Kelp is a type of seaweed that is big and brown. Algae refers to aquatic organisms that have the ability to conduct photosynthesis. Seaweed is included in this group. For more information see Terminology.