Hey there!
They search for water. When there is water, life can thrive. Water comes before oxygen and other things humans need to survive, because “life” means just what it sounds like. It can be large aliens or microscopic bacteria. Therefore, when there is water, there could be life, and that’s why astrobiologists look for it.
Hope this helps!