Clover does not detect any tests at all

I'm using Clover in a project, to help get test coverage over 7%. I separated and renamed unit tests and integration tests into *Test.java and *IT.java, and added Surefire to reduce build times. All tests run fine.

Now suddenly Clover says test coverage is 0%.

What can be the reason for this, and how do I fix it?