Define a paragraph style for the first paragraph and apply it.
I did. When testing the drop cap got applied to the other paragraph. I saw that there was an option to only apply drop cap to first paragraph but that was on older InDesign. I can't find something for CC
You should define one style with the drop cap for the first paragraph, and a second without for the others. You can base the drop cap style on the one without.