Hello Johnny. Thank you for joining the community.
I think the issue is giving something for the adhesive base to adhere to. I would think that as long as you completely prime the surface with a quality oil-based primer and follow the "first step" directions you will be fine.
I pulled some content directly off their site concerning application over wood.
Hope this helps.
