Add html to wrap custom panels layout programaticly
The module suggested (in a comment) by Danny Englander helps me (thank you!).

I.e. module drupal.org/project/panels_extra_styles

Since Dany only posted it as a comment, I'm adding it as a "real" answer (so that I will also be abe to "mark it as accepted".