A large number of animals _____ killed for food every day.
Verb to match the subject "number,' not the object of the preposition. Third grade stuff.
Take out the "of animals." Prepositional phrases don't count. Therefore, the answer is "is."
Swan: 'A large number of' is used before plurals and the a following verb is PLURAL. Therefore, 'are' should be used.