Thank you for your response.
Today I figured that only logged in users can add comments and then web part works fine and appears correctly. Used webpart is called "Comments View". I am trying to make it visible for everyone publicly not only for users registered in Kentico.
Answer: Option in Blog settings (Blog -> Form) : Allow anonymous comments
Brenden was right :)