What it called when you are afraid of bats?

Fear of bats is called chiroptophobia.

According to phobialist.com, it is called Chiroptophobia.

"Batophobia" is the fear of being near tall buildings.

"Bat Phobia" or "Bat-scaredy-cat" also work. :)