Even if you switched soaps, some ingredients in both could be causing this.

For example, sweet almond seems to be in a lot of popular soaps and creams. Guess what I am allergic to! So if I switch from one to another soap that has sweet almond, I am still going to break out. I have to be careful and look at the ingredients of all of the products I use.

Maybe that is the case with you too?